{ "generatedAt": "2026-07-14T05:19:17.826Z", "meta": { "generatedAt": "2026-07-14T05:19:17.826Z", "asOf": "2025 ORS concepts / FutureGrid seed v1", "source": { "name": "BLS Occupational Requirements Survey (ORS)", "publisher": "U.S. Bureau of Labor Statistics", "url": "https://www.bls.gov/ors/data.htm" }, "version": "1.0.0" }, "source": { "name": "BLS Occupational Requirements Survey (ORS)", "publisher": "U.S. Bureau of Labor Statistics", "url": "https://www.bls.gov/ors/data.htm" }, "coverage": { "mode": "seed-static", "primaryKey": "socCode", "occupations": 756, "sourceOccupations": 756, "exactSocRows": 0, "broadSocRows": 756, "missingRows": 0, "scoredRows": 756, "providerInput": null, "seedSourceDataset": "data/occupation-snapshot.json" }, "methodology": { "provenanceDecision": "BLS ORS publishes public SOC-keyed job requirement estimates, but its bulk time-series files and complete workbook are access-gated/bot-blocked in this build environment. This snapshot uses a deterministic ORS-concept seed derived from broad SOC families plus FutureGrid occupation metadata, with an ORS_PROVIDER_FILE overlay contract for future exact SOC estimates.", "seedStrategy": "Broad SOC families provide expected physical presence, standing/walking, heavy lifting, hazardous/outdoor conditions, and decision-making/problem-solving anchors. Occupation job zones and skills refine preparation burden and cognitive intensity.", "scoring": "Automation friction is 35% physical presence/body-environment requirements, 30% preparation burden, 25% decision/problem-solving requirements, and 10% adverse work conditions. Higher scores mean more job-requirement friction against direct AI substitution.", "caveat": "This release is a FutureGrid broad-SOC seed derived from public BLS ORS requirement concepts and categories, not direct occupation-level ORS survey estimates. It describes job requirements, not worker ability, AI capability, or displacement probability. Automation friction is a FutureGrid derived score and should be read alongside exposure, demand, wage, and projection signals." }, "providerContract": { "grain": "occupation", "primaryKey": "socCode", "acceptedRows": [ "rows", "occupations" ], "replaceFields": [ "occupations[].preparation", "occupations[].physical", "occupations[].workConditions", "occupations[].cognitive", "occupations[].automationFrictionScore", "occupations[].coverage" ], "requiredFields": [ "socCode" ], "optionalFields": [ "preparation.educationRequirement", "preparation.relatedWorkExperience", "preparation.onTheJobTraining", "preparation.svp", "physical.standingWalkingPct", "physical.heavyLiftingPct", "physical.physicalPresenceScore", "workConditions.hazardousPct", "workConditions.outdoorsPct", "cognitive.decisionMakingPct", "cognitive.problemSolvingPct", "automationFrictionScore" ], "recommendedSource": "BLS ORS complete dataset or ORS time-series files joined by SOC code" }, "summary": { "averageAutomationFrictionScore": 49.7, "highFrictionOccupations": [ { "socCode": "47-1011", "title": "First-Line Supervisors of Construction Trades and Extraction Workers", "automationFrictionScore": 69, "coverage": "broad-soc" }, { "socCode": "47-2111", "title": "Electricians", "automationFrictionScore": 69, "coverage": "broad-soc" }, { "socCode": "47-4021", "title": "Elevator and Escalator Installers and Repairers", "automationFrictionScore": 69, "coverage": "broad-soc" }, { "socCode": "47-4011", "title": "Construction and Building Inspectors", "automationFrictionScore": 68, "coverage": "broad-soc" }, { "socCode": "29-1022", "title": "Oral and Maxillofacial Surgeons", "automationFrictionScore": 67, "coverage": "broad-soc" }, { "socCode": "29-1131", "title": "Veterinarians", "automationFrictionScore": 67, "coverage": "broad-soc" }, { "socCode": "49-1011", "title": "First-Line Supervisors of Mechanics, Installers, and Repairers", "automationFrictionScore": 67, "coverage": "broad-soc" }, { "socCode": "49-2011", "title": "Computer, Automated Teller, and Office Machine Repairers", "automationFrictionScore": 67, "coverage": "broad-soc" }, { "socCode": "49-2097", "title": "Audiovisual Equipment Installers and Repairers", "automationFrictionScore": 67, "coverage": "broad-soc" }, { "socCode": "49-9063", "title": "Musical Instrument Repairers and Tuners", "automationFrictionScore": 67, "coverage": "broad-soc" } ], "lowFrictionOccupations": [ { "socCode": "15-2051", "title": "Data Scientists", "automationFrictionScore": 27, "coverage": "broad-soc" }, { "socCode": "15-1253", "title": "Software Quality Assurance Analysts and Testers", "automationFrictionScore": 27, "coverage": "broad-soc" }, { "socCode": "15-1252", "title": "Software Developers", "automationFrictionScore": 27, "coverage": "broad-soc" }, { "socCode": "15-2099", "title": "Mathematical Science Occupations, All Other", "automationFrictionScore": 28, "coverage": "broad-soc" }, { "socCode": "15-1299", "title": "Computer Occupations, All Other", "automationFrictionScore": 28, "coverage": "broad-soc" }, { "socCode": "15-1255", "title": "Web and Digital Interface Designers", "automationFrictionScore": 28, "coverage": "broad-soc" }, { "socCode": "15-1254", "title": "Web Developers", "automationFrictionScore": 28, "coverage": "broad-soc" }, { "socCode": "15-1251", "title": "Computer Programmers", "automationFrictionScore": 28, "coverage": "broad-soc" }, { "socCode": "15-1211", "title": "Computer Systems Analysts", "automationFrictionScore": 28, "coverage": "broad-soc" }, { "socCode": "13-2054", "title": "Financial Risk Specialists", "automationFrictionScore": 28, "coverage": "broad-soc" } ], "byCoverage": { "exact-soc": 0, "broad-soc": 756, "missing": 0 } }, "occupations": [ { "socCode": "11-1011", "title": "Chief Executives", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 96, "problemSolvingPct": 89 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "11-1021", "title": "General and Operations Managers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 82 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "11-1031", "title": "Legislators", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 45 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 78 }, "automationFrictionScore": 49, "coverage": "broad-soc" }, { "socCode": "11-2011", "title": "Advertising and Promotions Managers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 82 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "11-2021", "title": "Marketing Managers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 82 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "11-2022", "title": "Sales Managers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 82 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "11-2032", "title": "Public Relations Managers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 45 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 82 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "11-3012", "title": "Administrative Services Managers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 82 }, "automationFrictionScore": 35, "coverage": "broad-soc" }, { "socCode": "11-3013", "title": "Facilities Managers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 45 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 82 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "11-3021", "title": "Computer and Information Systems Managers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 82 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "11-3031", "title": "Financial Managers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 45 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 96, "problemSolvingPct": 89 }, "automationFrictionScore": 36, "coverage": "broad-soc" }, { "socCode": "11-3051", "title": "Industrial Production Managers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 82 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "11-3061", "title": "Purchasing Managers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 96, "problemSolvingPct": 82 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "11-3071", "title": "Transportation, Storage, and Distribution Managers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 82 }, "automationFrictionScore": 35, "coverage": "broad-soc" }, { "socCode": "11-3111", "title": "Compensation and Benefits Managers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 82 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "11-3121", "title": "Human Resources Managers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 96, "problemSolvingPct": 82 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "11-3131", "title": "Training and Development Managers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 82 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "11-9013", "title": "Farmers, Ranchers, and Other Agricultural Managers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 96, "problemSolvingPct": 82 }, "automationFrictionScore": 36, "coverage": "broad-soc" }, { "socCode": "11-9021", "title": "Construction Managers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 26, "heavyLiftingPct": 15, "physicalPresenceScore": 56 }, "workConditions": { "hazardousPct": 15, "outdoorsPct": 9, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 96, "problemSolvingPct": 82 }, "automationFrictionScore": 55, "coverage": "broad-soc" }, { "socCode": "11-9031", "title": "Education and Childcare Administrators, Preschool and Daycare", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 78 }, "automationFrictionScore": 49, "coverage": "broad-soc" }, { "socCode": "11-9032", "title": "Education Administrators, Kindergarten through Secondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 78 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "11-9033", "title": "Education Administrators, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 78 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "11-9041", "title": "Architectural and Engineering Managers", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 89 }, "automationFrictionScore": 55, "coverage": "broad-soc" }, { "socCode": "11-9051", "title": "Food Service Managers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 96, "problemSolvingPct": 82 }, "automationFrictionScore": 41, "coverage": "broad-soc" }, { "socCode": "11-9071", "title": "Gambling Managers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 96, "problemSolvingPct": 82 }, "automationFrictionScore": 49, "coverage": "broad-soc" }, { "socCode": "11-9081", "title": "Lodging Managers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 96, "problemSolvingPct": 82 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "11-9111", "title": "Medical and Health Services Managers", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 82 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "11-9121", "title": "Natural Sciences Managers", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 45 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 89 }, "automationFrictionScore": 55, "coverage": "broad-soc" }, { "socCode": "11-9131", "title": "Postmasters and Mail Superintendents", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 78 }, "automationFrictionScore": 38, "coverage": "broad-soc" }, { "socCode": "11-9141", "title": "Property, Real Estate, and Community Association Managers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 82 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "11-9151", "title": "Social and Community Service Managers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 82 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "11-9161", "title": "Emergency Management Directors", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 85 }, "automationFrictionScore": 50, "coverage": "broad-soc" }, { "socCode": "11-9171", "title": "Funeral Home Managers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 82 }, "automationFrictionScore": 35, "coverage": "broad-soc" }, { "socCode": "11-9179", "title": "Personal Service Managers, All Other", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 82 }, "automationFrictionScore": 35, "coverage": "broad-soc" }, { "socCode": "11-9199", "title": "Managers, All Other", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 18, "heavyLiftingPct": 5, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 7, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 90, "problemSolvingPct": 89 }, "automationFrictionScore": 36, "coverage": "broad-soc" }, { "socCode": "13-1011", "title": "Agents and Business Managers of Artists, Performers, and Athletes", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 84, "problemSolvingPct": 76 }, "automationFrictionScore": 46, "coverage": "broad-soc" }, { "socCode": "13-1031", "title": "Claims Adjusters, Examiners, and Investigators", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 72 }, "automationFrictionScore": 29, "coverage": "broad-soc" }, { "socCode": "13-1032", "title": "Insurance Appraisers, Auto Damage", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 72 }, "automationFrictionScore": 42, "coverage": "broad-soc" }, { "socCode": "13-1041", "title": "Compliance Officers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 35 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 72 }, "automationFrictionScore": 28, "coverage": "broad-soc" }, { "socCode": "13-1051", "title": "Cost Estimators", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 79 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "13-1071", "title": "Human Resources Specialists", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 72 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "13-1074", "title": "Farm Labor Contractors", "preparation": { "educationRequirement": "High school diploma or 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"preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 35 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 79 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "13-1111", "title": "Management Analysts", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 72 }, "automationFrictionScore": 47, "coverage": "broad-soc" }, { "socCode": "13-1121", "title": "Meeting, Convention, and Event Planners", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 72 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "13-1131", "title": "Fundraisers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 72 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "13-1141", "title": "Compensation, Benefits, and Job Analysis Specialists", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 72 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "13-1151", "title": "Training and Development Specialists", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 72 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "13-1161", "title": "Market Research Analysts and Marketing Specialists", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 72 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "13-1199", "title": "Business Operations Specialists, All Other", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 79 }, "automationFrictionScore": 30, "coverage": "broad-soc" }, { "socCode": "13-2011", "title": "Accountants and Auditors", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 72 }, "automationFrictionScore": 28, "coverage": "broad-soc" }, { "socCode": "13-2031", "title": "Budget Analysts", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 79 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "13-2041", "title": "Credit Analysts", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 72 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "13-2051", "title": "Financial and Investment Analysts", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 35 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 72 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "13-2052", "title": "Personal Financial Advisors", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 72 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "13-2053", "title": "Insurance Underwriters", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 72 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "13-2054", "title": "Financial Risk Specialists", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 35 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 72 }, "automationFrictionScore": 28, "coverage": "broad-soc" }, { "socCode": "13-2061", "title": "Financial Examiners", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 72 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "13-2071", "title": "Credit Counselors", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 15, "heavyLiftingPct": 2, "physicalPresenceScore": 44 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 74, "problemSolvingPct": 72 }, "automationFrictionScore": 46, "coverage": "broad-soc" }, { "socCode": "13-2072", "title": "Loan Officers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 72 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "13-2081", "title": "Tax Examiners and Collectors, and Revenue Agents", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 72 }, "automationFrictionScore": 42, "coverage": "broad-soc" }, { "socCode": "13-2082", "title": "Tax Preparers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 79 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "13-2099", "title": "Financial Specialists, All Other", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 10, "heavyLiftingPct": 2, "physicalPresenceScore": 35 }, "workConditions": { "hazardousPct": 3, "outdoorsPct": 1, "physicalEnvironmentScore": 2 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28 }, "workConditions": { "hazardousPct": 2, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 72, "problemSolvingPct": 89 }, "automationFrictionScore": 29, "coverage": "broad-soc" }, { "socCode": "15-1221", "title": "Computer and Information Research Scientists", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 5, "heavyLiftingPct": 1, "physicalPresenceScore": 25 }, "workConditions": { "hazardousPct": 2, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 89 }, "automationFrictionScore": 29, "coverage": "broad-soc" }, { "socCode": "15-1231", "title": "Computer Network Support Specialists", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term 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"No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 5, "heavyLiftingPct": 1, "physicalPresenceScore": 28 }, "workConditions": { "hazardousPct": 2, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 72, "problemSolvingPct": 89 }, "automationFrictionScore": 29, "coverage": "broad-soc" }, { "socCode": "15-1242", "title": "Database Administrators", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 5, "heavyLiftingPct": 1, "physicalPresenceScore": 25 }, "workConditions": { "hazardousPct": 2, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 89 }, "automationFrictionScore": 29, "coverage": "broad-soc" }, { "socCode": "15-1243", "title": "Database Architects", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 5, "heavyLiftingPct": 1, "physicalPresenceScore": 25 }, "workConditions": { "hazardousPct": 2, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 89 }, "automationFrictionScore": 29, "coverage": "broad-soc" }, { "socCode": "15-1244", "title": "Network and Computer Systems Administrators", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 5, "heavyLiftingPct": 1, "physicalPresenceScore": 25 }, "workConditions": { "hazardousPct": 2, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 89 }, "automationFrictionScore": 29, "coverage": "broad-soc" }, { "socCode": "15-1251", "title": "Computer Programmers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 0, "heavyLiftingPct": 0, "physicalPresenceScore": 17 }, "workConditions": { "hazardousPct": 2, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 72, "problemSolvingPct": 97 }, "automationFrictionScore": 28, "coverage": "broad-soc" }, { "socCode": "15-1252", "title": "Software Developers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 0, "heavyLiftingPct": 0, "physicalPresenceScore": 17 }, "workConditions": { "hazardousPct": 2, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 72, "problemSolvingPct": 90 }, "automationFrictionScore": 27, "coverage": "broad-soc" }, { "socCode": "15-1253", "title": "Software Quality Assurance Analysts and Testers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 0, "heavyLiftingPct": 0, "physicalPresenceScore": 20 }, "workConditions": { "hazardousPct": 2, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 72, "problemSolvingPct": 90 }, "automationFrictionScore": 27, "coverage": "broad-soc" }, { "socCode": "15-1254", "title": "Web Developers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { 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"relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 50, "heavyLiftingPct": 6, "physicalPresenceScore": 74 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 8, "physicalEnvironmentScore": 13 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 68 }, "automationFrictionScore": 58, "coverage": "broad-soc" }, { "socCode": "21-1091", "title": "Health Education Specialists", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 45, "heavyLiftingPct": 6, "physicalPresenceScore": 68 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 8, "physicalEnvironmentScore": 13 }, "cognitive": { "decisionMakingPct": 72, "problemSolvingPct": 68 }, "automationFrictionScore": 53, "coverage": "broad-soc" }, { "socCode": "21-1092", "title": "Probation Officers and Correctional Treatment 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"problemSolvingPct": 81 }, "automationFrictionScore": 49, "coverage": "broad-soc" }, { "socCode": "23-1012", "title": "Judicial Law Clerks", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 8, "heavyLiftingPct": 1, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 2, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 74 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "23-1021", "title": "Administrative Law Judges, Adjudicators, and Hearing Officers", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 8, "heavyLiftingPct": 1, "physicalPresenceScore": 35 }, "workConditions": { "hazardousPct": 2, "outdoorsPct": 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"physicalPresenceScore": 35 }, "workConditions": { "hazardousPct": 2, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 84, "problemSolvingPct": 74 }, "automationFrictionScore": 49, "coverage": "broad-soc" }, { "socCode": "23-2011", "title": "Paralegals and Legal Assistants", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 8, "heavyLiftingPct": 1, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 2, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 74 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "23-2093", "title": "Title Examiners, Abstractors, and Searchers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 8, "heavyLiftingPct": 1, "physicalPresenceScore": 38 }, "workConditions": { "hazardousPct": 2, "outdoorsPct": 1, "physicalEnvironmentScore": 2 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 74 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "25-1011", "title": "Business Teachers, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 60, "heavyLiftingPct": 2, "physicalPresenceScore": 87 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 70 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "25-1021", "title": "Computer Science Teachers, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 60, "heavyLiftingPct": 2, "physicalPresenceScore": 87 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 70 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "25-1022", "title": "Mathematical Science Teachers, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 60, "heavyLiftingPct": 2, "physicalPresenceScore": 87 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 77 }, "automationFrictionScore": 61, "coverage": "broad-soc" }, { "socCode": "25-1031", "title": "Architecture Teachers, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 60, "heavyLiftingPct": 2, "physicalPresenceScore": 87 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 70 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "25-1032", "title": "Engineering Teachers, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 60, "heavyLiftingPct": 2, "physicalPresenceScore": 87 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 70 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "25-1041", "title": "Agricultural Sciences Teachers, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 60, "heavyLiftingPct": 2, "physicalPresenceScore": 87 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 70 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "25-1042", "title": "Biological Science Teachers, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 60, "heavyLiftingPct": 2, "physicalPresenceScore": 87 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 70 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "25-1043", "title": "Forestry and Conservation Science Teachers, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 60, "heavyLiftingPct": 2, "physicalPresenceScore": 87 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 70 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "25-1051", "title": "Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 60, "heavyLiftingPct": 2, "physicalPresenceScore": 87 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 77 }, "automationFrictionScore": 61, "coverage": "broad-soc" }, { "socCode": "25-1052", "title": "Chemistry Teachers, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 60, "heavyLiftingPct": 2, "physicalPresenceScore": 87 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 77 }, "automationFrictionScore": 61, "coverage": "broad-soc" }, { "socCode": "25-1053", "title": "Environmental Science Teachers, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 60, "heavyLiftingPct": 2, "physicalPresenceScore": 87 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 77 }, "automationFrictionScore": 61, "coverage": "broad-soc" }, { "socCode": "25-1054", "title": "Physics Teachers, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 60, "heavyLiftingPct": 2, "physicalPresenceScore": 87 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 77 }, "automationFrictionScore": 61, "coverage": "broad-soc" }, { "socCode": "25-1061", "title": "Anthropology and Archeology Teachers, 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"automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "25-1063", "title": "Economics Teachers, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 60, "heavyLiftingPct": 2, "physicalPresenceScore": 87 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 70 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "25-1064", "title": "Geography Teachers, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 60, "heavyLiftingPct": 2, "physicalPresenceScore": 87 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 70 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "25-1065", "title": "Political Science Teachers, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 60, "heavyLiftingPct": 2, "physicalPresenceScore": 87 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 70 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "25-1066", "title": "Psychology Teachers, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 60, "heavyLiftingPct": 2, "physicalPresenceScore": 87 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 70 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "25-1067", "title": "Sociology Teachers, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 60, "heavyLiftingPct": 2, "physicalPresenceScore": 87 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 70 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "25-1071", "title": "Health Specialties Teachers, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 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"preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 60, "heavyLiftingPct": 2, "physicalPresenceScore": 87 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 70 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "25-1112", "title": "Law Teachers, Postsecondary", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 60, "heavyLiftingPct": 2, "physicalPresenceScore": 87 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 3, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 70 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": 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"standingWalkingPct": 22, "heavyLiftingPct": 3, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 8, "outdoorsPct": 5, "physicalEnvironmentScore": 7 }, "cognitive": { "decisionMakingPct": 68, "problemSolvingPct": 67 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "27-2031", "title": "Dancers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 22, "heavyLiftingPct": 3, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 8, "outdoorsPct": 5, "physicalEnvironmentScore": 7 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 67 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "27-2032", "title": "Choreographers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 22, "heavyLiftingPct": 3, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 8, "outdoorsPct": 5, "physicalEnvironmentScore": 7 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 67 }, "automationFrictionScore": 46, "coverage": "broad-soc" }, { "socCode": "27-2041", "title": "Music Directors and Composers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 22, "heavyLiftingPct": 3, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 8, "outdoorsPct": 5, "physicalEnvironmentScore": 7 }, "cognitive": { "decisionMakingPct": 68, "problemSolvingPct": 67 }, "automationFrictionScore": 31, "coverage": "broad-soc" }, { "socCode": "27-2042", "title": "Musicians and Singers", "preparation": { "educationRequirement": "No 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"title": "News Analysts, Reporters, and Journalists", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 22, "heavyLiftingPct": 3, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 8, "outdoorsPct": 5, "physicalEnvironmentScore": 7 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 67 }, "automationFrictionScore": 30, "coverage": "broad-soc" }, { "socCode": "27-3031", "title": "Public Relations Specialists", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 22, "heavyLiftingPct": 3, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 8, "outdoorsPct": 5, "physicalEnvironmentScore": 7 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 67 }, "automationFrictionScore": 46, "coverage": "broad-soc" }, { "socCode": "27-3041", "title": "Editors", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 22, "heavyLiftingPct": 3, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 8, "outdoorsPct": 5, "physicalEnvironmentScore": 7 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 67 }, "automationFrictionScore": 46, "coverage": "broad-soc" }, { "socCode": "27-3042", "title": "Technical Writers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 22, "heavyLiftingPct": 3, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 8, "outdoorsPct": 5, "physicalEnvironmentScore": 7 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 67 }, "automationFrictionScore": 46, "coverage": "broad-soc" }, { "socCode": "27-3043", "title": "Writers and Authors", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 22, "heavyLiftingPct": 3, "physicalPresenceScore": 45 }, "workConditions": { "hazardousPct": 8, "outdoorsPct": 5, "physicalEnvironmentScore": 7 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 67 }, "automationFrictionScore": 29, "coverage": "broad-soc" }, { "socCode": "27-3091", "title": "Interpreters and Translators", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 22, "heavyLiftingPct": 3, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 8, "outdoorsPct": 5, "physicalEnvironmentScore": 7 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 67 }, "automationFrictionScore": 46, "coverage": "broad-soc" }, { "socCode": "27-3092", "title": "Court Reporters and Simultaneous Captioners", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 22, "heavyLiftingPct": 3, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 8, "outdoorsPct": 5, "physicalEnvironmentScore": 7 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 67 }, "automationFrictionScore": 30, "coverage": "broad-soc" }, { "socCode": "27-4011", "title": "Audio and Video Technicians", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 22, "heavyLiftingPct": 3, "physicalPresenceScore": 45 }, "workConditions": { "hazardousPct": 8, "outdoorsPct": 5, "physicalEnvironmentScore": 7 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 74 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "27-4012", "title": "Broadcast Technicians", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 22, "heavyLiftingPct": 3, "physicalPresenceScore": 45 }, "workConditions": { "hazardousPct": 8, "outdoorsPct": 5, "physicalEnvironmentScore": 7 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 67 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "27-4014", "title": "Sound Engineering Technicians", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 22, "heavyLiftingPct": 3, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 8, "outdoorsPct": 5, "physicalEnvironmentScore": 7 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 67 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "27-4021", "title": "Photographers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 22, "heavyLiftingPct": 3, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 8, "outdoorsPct": 5, "physicalEnvironmentScore": 7 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 67 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "27-4031", "title": "Camera Operators, Television, Video, and Film", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 30, "heavyLiftingPct": 13, "physicalPresenceScore": 56 }, "workConditions": { "hazardousPct": 16, "outdoorsPct": 11, "physicalEnvironmentScore": 14 }, "cognitive": { "decisionMakingPct": 68, "problemSolvingPct": 67 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "27-4032", "title": "Film and Video Editors", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 22, "heavyLiftingPct": 3, "physicalPresenceScore": 48 }, "workConditions": { "hazardousPct": 8, "outdoorsPct": 5, "physicalEnvironmentScore": 7 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 67 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "29-1011", "title": "Chiropractors", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 63, "coverage": "broad-soc" }, { "socCode": "29-1021", "title": "Dentists, General", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 73, "heavyLiftingPct": 8, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 2, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 88, "problemSolvingPct": 76 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "29-1022", "title": "Oral and Maxillofacial Surgeons", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 73, "heavyLiftingPct": 8, "physicalPresenceScore": 90 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 2, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 88, "problemSolvingPct": 83 }, "automationFrictionScore": 67, "coverage": "broad-soc" }, { "socCode": "29-1023", "title": "Orthodontists", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 83 }, "automationFrictionScore": 64, "coverage": "broad-soc" }, { "socCode": "29-1024", "title": "Prosthodontists", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 83 }, "automationFrictionScore": 64, "coverage": "broad-soc" }, { "socCode": "29-1031", "title": "Dietitians and Nutritionists", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 63, "coverage": "broad-soc" }, { "socCode": "29-1041", "title": "Optometrists", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 63, "coverage": "broad-soc" }, { "socCode": "29-1051", "title": "Pharmacists", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 63, "coverage": "broad-soc" }, { "socCode": "29-1071", "title": "Physician Assistants", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 73, "heavyLiftingPct": 8, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 2, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 76 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "29-1081", "title": "Podiatrists", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 63, "coverage": "broad-soc" }, { "socCode": "29-1122", "title": "Occupational Therapists", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 73, "heavyLiftingPct": 8, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 2, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 76 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "29-1123", "title": "Physical Therapists", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 73, "heavyLiftingPct": 8, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 2, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 76 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "29-1124", "title": "Radiation Therapists", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 73, "heavyLiftingPct": 8, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 2, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 76 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "29-1125", "title": "Recreational 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"coverage": "broad-soc" }, { "socCode": "29-1127", "title": "Speech-Language Pathologists", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 63, "coverage": "broad-soc" }, { "socCode": "29-1128", "title": "Exercise Physiologists", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 63, "coverage": "broad-soc" }, { "socCode": "29-1129", "title": "Therapists, All Other", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 73, "heavyLiftingPct": 8, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 2, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 76 }, "automationFrictionScore": 46, "coverage": "broad-soc" }, { "socCode": "29-1131", "title": "Veterinarians", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 73, "heavyLiftingPct": 8, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 2, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 83 }, "automationFrictionScore": 67, "coverage": "broad-soc" }, { "socCode": "29-1141", "title": "Registered Nurses", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 73, "heavyLiftingPct": 8, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 2, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 76 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "29-1151", "title": "Nurse Anesthetists", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 73, "heavyLiftingPct": 8, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 2, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 76 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "29-1161", "title": "Nurse Midwives", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 73, "heavyLiftingPct": 8, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 2, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 76 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "29-1171", "title": "Nurse Practitioners", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 73, "heavyLiftingPct": 8, "physicalPresenceScore": 90 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 2, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 83 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "29-1181", "title": "Audiologists", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 63, "coverage": "broad-soc" }, { "socCode": "29-1211", "title": "Anesthesiologists", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 82 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 84, "problemSolvingPct": 76 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "29-1213", "title": "Dermatologists", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "29-1215", "title": "Family Medicine Physicians", "preparation": { "educationRequirement": "No 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{ "socCode": "29-1217", "title": "Neurologists", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "29-1218", "title": "Obstetricians and Gynecologists", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 82 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "29-1221", "title": "Pediatricians, General", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 84, "problemSolvingPct": 76 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "29-1222", "title": "Physicians, Pathologists", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 73, "heavyLiftingPct": 8, "physicalPresenceScore": 90 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 2, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 83 }, "automationFrictionScore": 47, "coverage": "broad-soc" }, { "socCode": "29-1223", "title": "Psychiatrists", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "29-1224", "title": "Radiologists", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "29-1229", "title": "Physicians, All Other", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 73, "heavyLiftingPct": 8, "physicalPresenceScore": 90 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 2, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 76 }, "automationFrictionScore": 46, "coverage": "broad-soc" }, { "socCode": "29-1241", "title": "Ophthalmologists, Except Pediatric", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "29-1242", "title": "Orthopedic Surgeons, Except Pediatric", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 73, "heavyLiftingPct": 8, "physicalPresenceScore": 90 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 2, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 76 }, "automationFrictionScore": 46, "coverage": "broad-soc" }, { "socCode": "29-1243", "title": "Pediatric Surgeons", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 73, "heavyLiftingPct": 8, "physicalPresenceScore": 90 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 2, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 76 }, "automationFrictionScore": 46, "coverage": "broad-soc" }, { "socCode": "29-1291", "title": "Acupuncturists", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "29-1292", "title": "Dental Hygienists", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "29-1299", "title": "Healthcare Diagnosing or Treating Practitioners, All Other", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "29-2031", "title": "Cardiovascular Technologists and Technicians", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "29-2032", "title": "Diagnostic Medical Sonographers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "29-2033", "title": "Nuclear Medicine Technologists", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "29-2034", "title": "Radiologic Technologists and Technicians", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "29-2035", "title": "Magnetic Resonance Imaging Technologists", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "29-2042", "title": "Emergency Medical Technicians", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 82 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "29-2043", "title": "Paramedics", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 73, "heavyLiftingPct": 8, "physicalPresenceScore": 90 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 2, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 76 }, "automationFrictionScore": 46, "coverage": "broad-soc" }, { "socCode": "29-2051", "title": "Dietetic Technicians", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 49, "coverage": "broad-soc" }, { "socCode": "29-2052", "title": "Pharmacy Technicians", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "29-2053", "title": "Psychiatric Technicians", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "29-2055", "title": "Surgical Technologists", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job 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"educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "29-2061", "title": "Licensed Practical and Licensed Vocational Nurses", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 73, "heavyLiftingPct": 8, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 2, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 76 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "29-2072", "title": "Medical Records Specialists", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 82 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "29-2081", "title": "Opticians, Dispensing", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 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"physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "29-2099", "title": "Health Technologists and Technicians, All Other", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "29-9021", "title": "Health Information Technologists and Medical Registrars", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 82 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "29-9091", "title": "Athletic Trainers", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 84, "problemSolvingPct": 76 }, "automationFrictionScore": 63, "coverage": "broad-soc" }, { "socCode": "29-9092", "title": "Genetic Counselors", "preparation": { "educationRequirement": "Master's degree or higher", "relatedWorkExperience": "5 years or more", "onTheJobTraining": "None", "svp": 8 }, "physical": { "standingWalkingPct": 68, "heavyLiftingPct": 8, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 82, "problemSolvingPct": 83 }, "automationFrictionScore": 65, "coverage": "broad-soc" }, { "socCode": "29-9093", "title": "Surgical Assistants", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "29-9099", "title": "Healthcare Practitioners and Technical Workers, All Other", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 63, "heavyLiftingPct": 8, "physicalPresenceScore": 85 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 2, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 78, "problemSolvingPct": 76 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "31-1131", "title": "Nursing Assistants", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 18, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 35, "outdoorsPct": 3, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 60, "problemSolvingPct": 55 }, "automationFrictionScore": 42, "coverage": "broad-soc" }, { "socCode": "31-1132", "title": "Orderlies", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 18, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 35, "outdoorsPct": 3, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 60, "problemSolvingPct": 55 }, "automationFrictionScore": 42, "coverage": "broad-soc" }, { "socCode": "31-1133", "title": "Psychiatric Aides", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 18, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 35, "outdoorsPct": 3, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 60, "problemSolvingPct": 55 }, "automationFrictionScore": 42, "coverage": "broad-soc" }, { "socCode": "31-2011", "title": "Occupational Therapy Assistants", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 18, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 35, "outdoorsPct": 3, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 60, "problemSolvingPct": 55 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "31-2012", "title": "Occupational Therapy Aides", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 18, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 35, "outdoorsPct": 3, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 60, "problemSolvingPct": 55 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "31-2021", "title": "Physical Therapist Assistants", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 18, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 43, "outdoorsPct": 3, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 64, "problemSolvingPct": 55 }, "automationFrictionScore": 59, "coverage": "broad-soc" }, { "socCode": "31-2022", "title": "Physical Therapist Aides", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 18, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 43, "outdoorsPct": 3, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 64, "problemSolvingPct": 55 }, "automationFrictionScore": 50, "coverage": "broad-soc" }, { "socCode": "31-9011", "title": "Massage Therapists", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 18, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 43, "outdoorsPct": 3, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 55 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "31-9091", "title": "Dental Assistants", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 18, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 35, "outdoorsPct": 3, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 60, "problemSolvingPct": 55 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "31-9092", "title": "Medical Assistants", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 18, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 35, "outdoorsPct": 3, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 60, "problemSolvingPct": 55 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "31-9093", "title": "Medical Equipment Preparers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 18, "physicalPresenceScore": 88 }, "workConditions": { "hazardousPct": 35, "outdoorsPct": 3, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 60, "problemSolvingPct": 55 }, "automationFrictionScore": 47, "coverage": "broad-soc" }, { "socCode": "31-9094", "title": "Medical Transcriptionists", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 18, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 35, "outdoorsPct": 3, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 60, "problemSolvingPct": 55 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "31-9095", "title": "Pharmacy Aides", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 18, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 35, "outdoorsPct": 3, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 60, "problemSolvingPct": 55 }, "automationFrictionScore": 47, "coverage": "broad-soc" }, { "socCode": "31-9096", "title": "Veterinary Assistants and Laboratory Animal Caretakers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 18, "physicalPresenceScore": 88 }, "workConditions": { "hazardousPct": 35, "outdoorsPct": 3, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 60, "problemSolvingPct": 55 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "31-9097", "title": "Phlebotomists", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 18, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 35, "outdoorsPct": 3, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 60, "problemSolvingPct": 55 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "31-9099", "title": "Healthcare Support Workers, All Other", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 18, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 35, "outdoorsPct": 3, "physicalEnvironmentScore": 19 }, "cognitive": { "decisionMakingPct": 60, "problemSolvingPct": 55 }, "automationFrictionScore": 42, "coverage": "broad-soc" }, { "socCode": "33-1011", "title": "First-Line Supervisors of Correctional Officers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 70, "heavyLiftingPct": 20, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 45, "outdoorsPct": 35, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 83, "problemSolvingPct": 69 }, "automationFrictionScore": 63, "coverage": "broad-soc" }, { "socCode": "33-1012", "title": "First-Line Supervisors of Police and Detectives", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 70, "heavyLiftingPct": 20, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 45, "outdoorsPct": 35, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 83, "problemSolvingPct": 69 }, "automationFrictionScore": 63, "coverage": "broad-soc" }, { "socCode": "33-1021", "title": "First-Line Supervisors of Firefighting and Prevention Workers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 70, "heavyLiftingPct": 20, "physicalPresenceScore": 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"svp": 2 }, "physical": { "standingWalkingPct": 70, "heavyLiftingPct": 20, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 45, "outdoorsPct": 35, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 75, "problemSolvingPct": 65 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "33-2022", "title": "Forest Fire Inspectors and Prevention Specialists", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 70, "heavyLiftingPct": 20, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 45, "outdoorsPct": 35, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 81, "problemSolvingPct": 65 }, "automationFrictionScore": 62, "coverage": "broad-soc" }, { "socCode": "33-3011", "title": "Bailiffs", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 70, "heavyLiftingPct": 20, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 45, "outdoorsPct": 35, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 81, "problemSolvingPct": 65 }, "automationFrictionScore": 53, "coverage": "broad-soc" }, { "socCode": "33-3012", "title": "Correctional Officers and Jailers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 70, "heavyLiftingPct": 20, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 45, "outdoorsPct": 35, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 75, "problemSolvingPct": 65 }, "automationFrictionScore": 53, "coverage": "broad-soc" }, { "socCode": "33-3021", "title": "Detectives and Criminal Investigators", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 70, "heavyLiftingPct": 20, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 45, "outdoorsPct": 35, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 75, "problemSolvingPct": 65 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "33-3031", "title": "Fish and Game Wardens", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 70, "heavyLiftingPct": 20, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 45, "outdoorsPct": 35, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 81, "problemSolvingPct": 65 }, "automationFrictionScore": 64, "coverage": "broad-soc" }, { "socCode": "33-3041", "title": "Parking Enforcement Workers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 70, "heavyLiftingPct": 20, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 45, "outdoorsPct": 35, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 75, "problemSolvingPct": 65 }, "automationFrictionScore": 53, "coverage": "broad-soc" }, { "socCode": "33-3051", "title": "Police and Sheriff's Patrol Officers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 70, "heavyLiftingPct": 20, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 45, "outdoorsPct": 35, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 75, "problemSolvingPct": 65 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "33-3052", "title": "Transit and Railroad Police", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 70, "heavyLiftingPct": 20, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 45, "outdoorsPct": 35, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 75, "problemSolvingPct": 72 }, "automationFrictionScore": 62, "coverage": "broad-soc" }, { "socCode": "33-9011", "title": "Animal Control Workers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 70, "heavyLiftingPct": 20, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 45, "outdoorsPct": 35, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 75, "problemSolvingPct": 65 }, "automationFrictionScore": 53, "coverage": "broad-soc" }, { "socCode": "33-9021", "title": "Private Detectives and Investigators", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 70, "heavyLiftingPct": 20, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 45, "outdoorsPct": 35, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 75, "problemSolvingPct": 72 }, "automationFrictionScore": 62, "coverage": "broad-soc" }, { "socCode": "33-9031", "title": "Gambling Surveillance Officers and Gambling Investigators", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 70, "heavyLiftingPct": 20, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 45, "outdoorsPct": 35, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 81, "problemSolvingPct": 65 }, "automationFrictionScore": 53, "coverage": "broad-soc" }, { "socCode": "33-9032", "title": "Security Guards", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 70, "heavyLiftingPct": 20, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 45, "outdoorsPct": 35, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 75, "problemSolvingPct": 65 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}, "workConditions": { "hazardousPct": 45, "outdoorsPct": 35, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 75, "problemSolvingPct": 65 }, "automationFrictionScore": 53, "coverage": "broad-soc" }, { "socCode": "33-9093", "title": "Transportation Security Screeners", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 70, "heavyLiftingPct": 20, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 45, "outdoorsPct": 35, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 75, "problemSolvingPct": 65 }, "automationFrictionScore": 53, "coverage": "broad-soc" }, { "socCode": "33-9099", "title": "Protective Service Workers, All Other", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 70, "heavyLiftingPct": 20, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 45, "outdoorsPct": 35, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 75, "problemSolvingPct": 65 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "35-1011", "title": "Chefs and Head Cooks", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 10, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 5, "physicalEnvironmentScore": 17 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 44 }, "automationFrictionScore": 53, "coverage": "broad-soc" }, { "socCode": "35-1012", "title": "First-Line Supervisors of Food Preparation and Serving Workers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 10, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 5, "physicalEnvironmentScore": 17 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 48 }, "automationFrictionScore": 46, "coverage": "broad-soc" }, { "socCode": "35-2011", "title": "Cooks, Fast Food", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 10, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 5, "physicalEnvironmentScore": 17 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 44 }, "automationFrictionScore": 40, "coverage": "broad-soc" }, { "socCode": "35-2012", "title": "Cooks, Institution and Cafeteria", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 10, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 5, "physicalEnvironmentScore": 17 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 44 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "35-2013", "title": "Cooks, Private Household", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 10, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 5, "physicalEnvironmentScore": 17 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 44 }, "automationFrictionScore": 53, "coverage": "broad-soc" }, { "socCode": "35-2014", "title": "Cooks, Restaurant", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 10, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 5, "physicalEnvironmentScore": 17 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 44 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "35-2015", "title": "Cooks, Short Order", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 10, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 5, "physicalEnvironmentScore": 17 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 44 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "35-2021", "title": "Food Preparation Workers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 10, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 5, "physicalEnvironmentScore": 17 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 44 }, "automationFrictionScore": 40, "coverage": "broad-soc" }, { "socCode": "35-3011", "title": "Bartenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 10, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 5, "physicalEnvironmentScore": 17 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 44 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "35-3023", "title": "Fast Food and Counter Workers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 10, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 5, "physicalEnvironmentScore": 17 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 44 }, "automationFrictionScore": 40, "coverage": "broad-soc" }, { "socCode": "35-3031", "title": "Waiters and Waitresses", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 10, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 5, "physicalEnvironmentScore": 17 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 44 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "35-3041", "title": "Food Servers, Nonrestaurant", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 10, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 5, "physicalEnvironmentScore": 17 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 44 }, "automationFrictionScore": 40, "coverage": "broad-soc" }, { "socCode": "35-9011", "title": "Dining Room and Cafeteria Attendants and Bartender Helpers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 10, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 5, "physicalEnvironmentScore": 17 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 44 }, "automationFrictionScore": 40, "coverage": "broad-soc" }, { "socCode": "35-9021", "title": "Dishwashers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 10, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 5, "physicalEnvironmentScore": 17 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 44 }, "automationFrictionScore": 40, "coverage": "broad-soc" }, { "socCode": "35-9031", "title": "Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 10, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 28, "outdoorsPct": 5, "physicalEnvironmentScore": 17 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 44 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "37-1011", "title": "First-Line Supervisors of Housekeeping and Janitorial Workers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 22, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 35, "outdoorsPct": 32, "physicalEnvironmentScore": 34 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 44 }, "automationFrictionScore": 49, "coverage": "broad-soc" }, { "socCode": "37-1012", "title": "First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 22, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 35, "outdoorsPct": 32, "physicalEnvironmentScore": 34 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 44 }, "automationFrictionScore": 58, "coverage": "broad-soc" }, { "socCode": "37-2011", "title": "Janitors and Cleaners, Except Maids and Housekeeping Cleaners", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 22, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 35, "outdoorsPct": 32, "physicalEnvironmentScore": 34 }, "cognitive": { "decisionMakingPct": 44, "problemSolvingPct": 40 }, "automationFrictionScore": 47, "coverage": "broad-soc" }, { "socCode": "37-2012", "title": "Maids and Housekeeping Cleaners", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 22, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 35, "outdoorsPct": 32, "physicalEnvironmentScore": 34 }, "cognitive": { "decisionMakingPct": 44, "problemSolvingPct": 40 }, "automationFrictionScore": 47, "coverage": "broad-soc" }, { "socCode": "37-2021", "title": "Pest Control Workers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 22, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 35, "outdoorsPct": 32, "physicalEnvironmentScore": 34 }, "cognitive": { "decisionMakingPct": 44, "problemSolvingPct": 40 }, "automationFrictionScore": 47, "coverage": "broad-soc" }, { "socCode": "37-3011", "title": "Landscaping and Groundskeeping Workers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 28, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 40, "outdoorsPct": 32, "physicalEnvironmentScore": 36 }, "cognitive": { "decisionMakingPct": 44, "problemSolvingPct": 40 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "37-3012", "title": "Pesticide Handlers, Sprayers, and Applicators, Vegetation", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 22, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 35, "outdoorsPct": 32, "physicalEnvironmentScore": 34 }, "cognitive": { "decisionMakingPct": 44, "problemSolvingPct": 40 }, "automationFrictionScore": 47, "coverage": "broad-soc" }, { "socCode": "37-3013", "title": "Tree Trimmers and Pruners", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 28, "physicalPresenceScore": 97 }, "workConditions": { "hazardousPct": 40, "outdoorsPct": 32, "physicalEnvironmentScore": 36 }, "cognitive": { "decisionMakingPct": 44, "problemSolvingPct": 47 }, "automationFrictionScore": 49, "coverage": "broad-soc" }, { "socCode": "39-1013", "title": "First-Line Supervisors of Gambling Services Workers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 64, "problemSolvingPct": 54 }, "automationFrictionScore": 42, "coverage": "broad-soc" }, { "socCode": "39-1014", "title": "First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 88 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 64, "problemSolvingPct": 54 }, "automationFrictionScore": 41, "coverage": "broad-soc" }, { "socCode": "39-1022", "title": "First-Line Supervisors of Personal Service Workers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 70, "problemSolvingPct": 54 }, "automationFrictionScore": 42, "coverage": "broad-soc" }, { "socCode": "39-2011", "title": "Animal Trainers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "39-2021", "title": "Animal Caretakers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "39-3011", "title": "Gambling Dealers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "39-3012", "title": "Gambling and Sports Book Writers and Runners", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 57 }, "automationFrictionScore": 46, "coverage": "broad-soc" }, { "socCode": "39-3021", "title": "Motion Picture Projectionists", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 18, "physicalPresenceScore": 96 }, "workConditions": { "hazardousPct": 23, "outdoorsPct": 6, "physicalEnvironmentScore": 15 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 47, "coverage": "broad-soc" }, { "socCode": "39-3031", "title": "Ushers, Lobby Attendants, and Ticket Takers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "39-3091", "title": "Amusement and Recreation Attendants", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 40, "coverage": "broad-soc" }, { "socCode": "39-3092", "title": "Costume Attendants", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "39-3093", "title": "Locker Room, Coatroom, and Dressing Room Attendants", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "39-4011", "title": "Embalmers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "39-4021", "title": "Funeral Attendants", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "39-4031", "title": "Morticians, Undertakers, and Funeral Arrangers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "39-5011", "title": "Barbers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 50 }, "automationFrictionScore": 55, "coverage": "broad-soc" }, { "socCode": "39-5012", "title": "Hairdressers, Hairstylists, and Cosmetologists", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "39-5091", "title": "Makeup Artists, Theatrical and Performance", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 50 }, "automationFrictionScore": 55, "coverage": "broad-soc" }, { "socCode": "39-5092", "title": "Manicurists and Pedicurists", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "39-5093", "title": "Shampooers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "39-5094", "title": "Skincare Specialists", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "39-6011", "title": "Baggage Porters and Bellhops", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "39-6012", "title": "Concierges", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "39-9011", "title": "Childcare Workers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "39-9031", "title": "Exercise Trainers and Group Fitness Instructors", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 83, "heavyLiftingPct": 12, "physicalPresenceScore": 97 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 60, "problemSolvingPct": 50 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "39-9032", "title": "Recreation Workers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "39-9041", "title": "Residential Advisors", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 78, "heavyLiftingPct": 12, "physicalPresenceScore": 91 }, "workConditions": { "hazardousPct": 18, "outdoorsPct": 6, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 50 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "41-1011", "title": "First-Line Supervisors of Retail Sales Workers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 58, "heavyLiftingPct": 5, "physicalPresenceScore": 73 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 4, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 66, "problemSolvingPct": 56 }, "automationFrictionScore": 41, "coverage": "broad-soc" }, { "socCode": "41-1012", "title": "First-Line Supervisors of Non-Retail Sales Workers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 58, "heavyLiftingPct": 5, "physicalPresenceScore": 73 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 4, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 72, "problemSolvingPct": 56 }, "automationFrictionScore": 53, "coverage": "broad-soc" }, { "socCode": "41-2011", "title": "Cashiers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 58, "heavyLiftingPct": 5, "physicalPresenceScore": 73 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 4, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 59 }, "automationFrictionScore": 41, "coverage": "broad-soc" }, { "socCode": "41-2012", "title": "Gambling Change Persons and Booth Cashiers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 58, "heavyLiftingPct": 5, "physicalPresenceScore": 73 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 4, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 40, "coverage": "broad-soc" }, { "socCode": "41-2021", "title": "Counter and Rental Clerks", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 58, "heavyLiftingPct": 5, "physicalPresenceScore": 73 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 4, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 40, "coverage": "broad-soc" }, { "socCode": "41-2022", "title": "Parts Salespersons", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 58, "heavyLiftingPct": 5, "physicalPresenceScore": 73 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 4, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 40, "coverage": "broad-soc" }, { "socCode": "41-2031", "title": "Retail Salespersons", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 58, "heavyLiftingPct": 5, "physicalPresenceScore": 73 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 4, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 40, "coverage": "broad-soc" }, { "socCode": "41-3011", "title": "Advertising Sales Agents", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 58, "heavyLiftingPct": 5, "physicalPresenceScore": 73 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 4, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "41-3021", "title": "Insurance Sales Agents", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 58, "heavyLiftingPct": 5, "physicalPresenceScore": 73 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 4, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "41-3031", "title": "Securities, Commodities, and Financial Services Sales Agents", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 58, "heavyLiftingPct": 5, "physicalPresenceScore": 70 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 4, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 64, "problemSolvingPct": 52 }, "automationFrictionScore": 35, "coverage": "broad-soc" }, { "socCode": "41-3041", "title": "Travel Agents", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 58, "heavyLiftingPct": 5, "physicalPresenceScore": 73 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 4, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 49, "coverage": "broad-soc" }, { "socCode": "41-4011", "title": "Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 58, "heavyLiftingPct": 5, "physicalPresenceScore": 73 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 4, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 64, "problemSolvingPct": 52 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "41-4012", "title": "Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 58, "heavyLiftingPct": 5, "physicalPresenceScore": 73 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 4, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 64, "problemSolvingPct": 52 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "41-9011", "title": "Demonstrators and Product Promoters", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 58, "heavyLiftingPct": 5, "physicalPresenceScore": 73 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 4, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 40, "coverage": "broad-soc" }, { "socCode": "41-9012", "title": "Models", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 58, "heavyLiftingPct": 5, "physicalPresenceScore": 73 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 4, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 35, "coverage": "broad-soc" }, { "socCode": "41-9021", "title": "Real Estate Brokers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 58, "heavyLiftingPct": 5, "physicalPresenceScore": 73 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 4, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "41-9022", "title": "Real Estate Sales Agents", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 58, "heavyLiftingPct": 5, "physicalPresenceScore": 73 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 4, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 64, "problemSolvingPct": 52 }, "automationFrictionScore": 49, "coverage": "broad-soc" }, { "socCode": "41-9031", "title": "Sales Engineers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 58, "heavyLiftingPct": 5, "physicalPresenceScore": 73 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 4, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "41-9041", "title": "Telemarketers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 58, "heavyLiftingPct": 5, "physicalPresenceScore": 73 }, "workConditions": { "hazardousPct": 6, "outdoorsPct": 4, "physicalEnvironmentScore": 5 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 40, "coverage": "broad-soc" }, { "socCode": "41-9091", "title": "Door-to-Door 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"physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 63, "problemSolvingPct": 62 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "43-2011", "title": "Switchboard Operators, Including Answering Service", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 36, "heavyLiftingPct": 13, "physicalPresenceScore": 66 }, "workConditions": { "hazardousPct": 12, "outdoorsPct": 7, "physicalEnvironmentScore": 10 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 38, "coverage": "broad-soc" }, { "socCode": "43-2021", "title": "Telephone Operators", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 36, "heavyLiftingPct": 13, "physicalPresenceScore": 66 }, "workConditions": { "hazardousPct": 12, "outdoorsPct": 7, "physicalEnvironmentScore": 10 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 38, "coverage": "broad-soc" }, { "socCode": "43-3011", "title": "Bill and Account Collectors", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-3021", "title": "Billing and Posting Clerks", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 65 }, "automationFrictionScore": 30, "coverage": "broad-soc" }, { "socCode": "43-3031", "title": "Bookkeeping, Accounting, and Auditing Clerks", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 55 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 65 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "43-3041", "title": "Gambling Cage Workers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 65 }, "automationFrictionScore": 35, "coverage": "broad-soc" }, { "socCode": "43-3051", "title": "Payroll and Timekeeping Clerks", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 65 }, "automationFrictionScore": 35, "coverage": "broad-soc" }, { "socCode": "43-3061", "title": "Procurement Clerks", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "43-3071", "title": "Tellers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-4011", "title": "Brokerage Clerks", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "43-4021", "title": "Correspondence Clerks", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-4031", "title": "Court, Municipal, and License Clerks", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 29, "coverage": "broad-soc" }, { "socCode": "43-4041", "title": "Credit Authorizers, Checkers, and Clerks", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 29, "coverage": "broad-soc" }, { "socCode": "43-4051", "title": "Customer Service Representatives", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-4061", "title": "Eligibility Interviewers, Government Programs", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "43-4071", "title": "File Clerks", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-4081", "title": "Hotel, Motel, and Resort Desk Clerks", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-4111", "title": "Interviewers, Except Eligibility and Loan", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-4121", "title": "Library Assistants, Clerical", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-4131", "title": "Loan Interviewers and Clerks", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "43-4141", "title": "New Accounts Clerks", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-4151", "title": "Order Clerks", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-4161", "title": "Human Resources Assistants, Except Payroll and Timekeeping", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "43-4171", "title": "Receptionists and Information Clerks", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-4181", "title": "Reservation and Transportation Ticket Agents and Travel Clerks", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-5011", "title": "Cargo and Freight Agents", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-5021", "title": "Couriers and Messengers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-5031", "title": "Public Safety Telecommunicators", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-5032", "title": "Dispatchers, Except Police, Fire, and Ambulance", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-5041", "title": "Meter Readers, Utilities", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-5051", "title": "Postal Service Clerks", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-5052", "title": "Postal Service Mail Carriers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-5053", "title": "Postal Service Mail Sorters, Processors, and Processing Machine Operators", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 36, "heavyLiftingPct": 13, "physicalPresenceScore": 66 }, "workConditions": { "hazardousPct": 12, "outdoorsPct": 7, "physicalEnvironmentScore": 10 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 38, "coverage": "broad-soc" }, { "socCode": "43-5061", "title": "Production, Planning, and Expediting Clerks", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "43-5071", "title": "Shipping, Receiving, and Inventory Clerks", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-5111", "title": "Weighers, Measurers, Checkers, and Samplers, Recordkeeping", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-6011", "title": "Executive Secretaries and Executive Administrative Assistants", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 63, "problemSolvingPct": 62 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "43-6012", "title": "Legal Secretaries and Administrative Assistants", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "43-6013", "title": "Medical Secretaries and Administrative Assistants", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "43-6014", "title": "Secretaries and Administrative Assistants, Except Legal, Medical, and Executive", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 63, "problemSolvingPct": 62 }, "automationFrictionScore": 36, "coverage": "broad-soc" }, { "socCode": "43-9021", "title": "Data Entry Keyers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 55 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-9022", "title": "Word Processors and Typists", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-9031", "title": "Desktop Publishers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 61, "problemSolvingPct": 58 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "43-9041", "title": "Insurance Claims and Policy Processing Clerks", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 29, "coverage": "broad-soc" }, { "socCode": "43-9051", "title": "Mail Clerks and Mail Machine Operators, Except Postal Service", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 36, "heavyLiftingPct": 13, "physicalPresenceScore": 66 }, "workConditions": { "hazardousPct": 12, "outdoorsPct": 7, "physicalEnvironmentScore": 10 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 38, "coverage": "broad-soc" }, { "socCode": "43-9061", "title": "Office Clerks, General", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 34, "coverage": "broad-soc" }, { "socCode": "43-9071", "title": "Office Machine Operators, Except Computer", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 36, "heavyLiftingPct": 19, "physicalPresenceScore": 71 }, "workConditions": { "hazardousPct": 17, "outdoorsPct": 7, "physicalEnvironmentScore": 12 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 40, "coverage": "broad-soc" }, { "socCode": "43-9081", "title": "Proofreaders and Copy Markers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 58 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 58 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "43-9111", "title": "Statistical Assistants", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 28, "heavyLiftingPct": 3, "physicalPresenceScore": 55 }, "workConditions": { "hazardousPct": 4, "outdoorsPct": 1, "physicalEnvironmentScore": 3 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 65 }, "automationFrictionScore": 46, "coverage": "broad-soc" }, { "socCode": "45-1011", "title": "First-Line Supervisors of Farming, Fishing, and Forestry Workers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 88, "heavyLiftingPct": 35, "physicalPresenceScore": 98 }, "workConditions": { "hazardousPct": 42, "outdoorsPct": 82, "physicalEnvironmentScore": 62 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 49 }, "automationFrictionScore": 50, "coverage": "broad-soc" }, { "socCode": "45-2011", "title": "Agricultural Inspectors", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 88, "heavyLiftingPct": 35, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 42, "outdoorsPct": 82, "physicalEnvironmentScore": 62 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 45 }, "automationFrictionScore": 53, "coverage": "broad-soc" }, { "socCode": "45-2021", "title": "Animal Breeders", "preparation": { "educationRequirement": "High school diploma or 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"socCode": "45-2091", "title": "Agricultural Equipment Operators", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 96, "heavyLiftingPct": 51, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 55, "outdoorsPct": 88, "physicalEnvironmentScore": 72 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 45 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "45-2092", "title": "Farmworkers and Laborers, Crop, Nursery, and Greenhouse", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 100, "heavyLiftingPct": 45, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 88, "physicalEnvironmentScore": 73 }, "cognitive": { "decisionMakingPct": 52, "problemSolvingPct": 45 }, "automationFrictionScore": 53, "coverage": "broad-soc" }, { "socCode": "45-2093", "title": "Farmworkers, Farm, Ranch, and Aquacultural Animals", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 88, "heavyLiftingPct": 41, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 47, "outdoorsPct": 82, "physicalEnvironmentScore": 65 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 45 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "45-4011", "title": "Forest and Conservation Workers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 88, "heavyLiftingPct": 35, "physicalPresenceScore": 98 }, "workConditions": { "hazardousPct": 42, "outdoorsPct": 82, "physicalEnvironmentScore": 62 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 45 }, "automationFrictionScore": 62, "coverage": "broad-soc" }, { "socCode": "45-4021", "title": "Fallers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 88, "heavyLiftingPct": 41, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 47, "outdoorsPct": 82, "physicalEnvironmentScore": 65 }, "cognitive": { "decisionMakingPct": 54, "problemSolvingPct": 45 }, "automationFrictionScore": 50, "coverage": "broad-soc" }, { "socCode": "45-4022", "title": "Logging Equipment Operators", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 96, "heavyLiftingPct": 51, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 55, "outdoorsPct": 88, "physicalEnvironmentScore": 72 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 45 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "45-4023", "title": "Log Graders and Scalers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 88, "heavyLiftingPct": 35, "physicalPresenceScore": 98 }, "workConditions": { "hazardousPct": 42, "outdoorsPct": 82, "physicalEnvironmentScore": 62 }, "cognitive": { "decisionMakingPct": 48, "problemSolvingPct": 45 }, "automationFrictionScore": 53, "coverage": "broad-soc" }, { "socCode": "47-1011", "title": "First-Line Supervisors of Construction Trades and Extraction Workers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 55, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 63, "outdoorsPct": 68, "physicalEnvironmentScore": 66 }, "cognitive": { "decisionMakingPct": 63, "problemSolvingPct": 59 }, "automationFrictionScore": 69, "coverage": "broad-soc" }, { "socCode": "47-2011", "title": "Boilermakers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 51, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 60, "outdoorsPct": 62, "physicalEnvironmentScore": 61 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "47-2021", "title": "Brickmasons and Blockmasons", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 45, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 55, "outdoorsPct": 62, "physicalEnvironmentScore": 59 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "47-2022", "title": "Stonemasons", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 45, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 55, "outdoorsPct": 62, "physicalEnvironmentScore": 59 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "47-2031", "title": "Carpenters", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 55, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 63, "outdoorsPct": 68, "physicalEnvironmentScore": 66 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "47-2041", "title": "Carpet Installers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 55, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 63, "outdoorsPct": 68, "physicalEnvironmentScore": 66 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 62 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "47-2042", "title": "Floor Layers, Except Carpet, Wood, and Hard Tiles", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 45, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 55, "outdoorsPct": 62, "physicalEnvironmentScore": 59 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "47-2043", "title": "Floor Sanders and Finishers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 51, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 60, "outdoorsPct": 62, "physicalEnvironmentScore": 61 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "47-2044", "title": "Tile and Stone Setters", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 45, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 55, "outdoorsPct": 62, "physicalEnvironmentScore": 59 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 62 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "47-2051", "title": "Cement Masons and Concrete Finishers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 45, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 55, "outdoorsPct": 62, "physicalEnvironmentScore": 59 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "47-2053", "title": "Terrazzo Workers and Finishers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 45, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 55, "outdoorsPct": 62, "physicalEnvironmentScore": 59 }, "cognitive": { "decisionMakingPct": 61, "problemSolvingPct": 55 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "47-2061", "title": "Construction Laborers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 61, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 68, "outdoorsPct": 68, "physicalEnvironmentScore": 68 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "47-2071", "title": "Paving, Surfacing, and Tamping Equipment Operators", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 61, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 68, "outdoorsPct": 68, "physicalEnvironmentScore": 68 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "47-2072", "title": "Pile Driver Operators", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 61, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 68, "outdoorsPct": 68, "physicalEnvironmentScore": 68 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "47-2073", "title": "Operating Engineers and Other Construction Equipment Operators", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 61, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 68, "outdoorsPct": 68, "physicalEnvironmentScore": 68 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "47-2081", "title": "Drywall and Ceiling Tile Installers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 55, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 63, "outdoorsPct": 68, "physicalEnvironmentScore": 66 }, "cognitive": { "decisionMakingPct": 61, "problemSolvingPct": 55 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "47-2082", "title": "Tapers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 45, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 55, "outdoorsPct": 62, "physicalEnvironmentScore": 59 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "47-2111", "title": "Electricians", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 61, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 68, "outdoorsPct": 68, "physicalEnvironmentScore": 68 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 69, "coverage": "broad-soc" }, { "socCode": "47-2121", "title": "Glaziers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 45, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 55, "outdoorsPct": 62, "physicalEnvironmentScore": 59 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "47-2131", "title": "Insulation Workers, Floor, Ceiling, and Wall", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 51, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 60, "outdoorsPct": 62, "physicalEnvironmentScore": 61 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "47-2132", "title": "Insulation Workers, Mechanical", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 55, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 63, "outdoorsPct": 68, "physicalEnvironmentScore": 66 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 59, "coverage": "broad-soc" }, { "socCode": "47-2141", "title": "Painters, Construction and Maintenance", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 55, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 63, "outdoorsPct": 68, "physicalEnvironmentScore": 66 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 59, "coverage": "broad-soc" }, { "socCode": "47-2142", "title": "Paperhangers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 45, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 55, "outdoorsPct": 62, "physicalEnvironmentScore": 59 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "47-2151", "title": "Pipelayers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 51, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 60, "outdoorsPct": 62, "physicalEnvironmentScore": 61 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "47-2152", "title": "Plumbers, Pipefitters, and Steamfitters", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 61, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 68, "outdoorsPct": 68, "physicalEnvironmentScore": 68 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 55, "coverage": "broad-soc" }, { "socCode": "47-2161", "title": "Plasterers and Stucco Masons", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 45, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 55, "outdoorsPct": 62, "physicalEnvironmentScore": 59 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "47-2171", "title": "Reinforcing Iron and Rebar Workers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 51, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 60, "outdoorsPct": 62, "physicalEnvironmentScore": 61 }, "cognitive": { "decisionMakingPct": 61, "problemSolvingPct": 55 }, "automationFrictionScore": 58, "coverage": "broad-soc" }, { "socCode": "47-2181", "title": "Roofers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 45, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 55, "outdoorsPct": 62, "physicalEnvironmentScore": 59 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "47-2211", "title": "Sheet Metal Workers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 45, "physicalPresenceScore": 96 }, "workConditions": { "hazardousPct": 55, "outdoorsPct": 62, "physicalEnvironmentScore": 59 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "47-2221", "title": "Structural Iron and Steel Workers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 51, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 60, "outdoorsPct": 62, "physicalEnvironmentScore": 61 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "47-2231", "title": "Solar Photovoltaic Installers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 61, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 68, "outdoorsPct": 68, "physicalEnvironmentScore": 68 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "47-3011", "title": "Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 51, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 60, "outdoorsPct": 62, "physicalEnvironmentScore": 61 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "47-3012", "title": "Helpers--Carpenters", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 55, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 63, "outdoorsPct": 68, "physicalEnvironmentScore": 66 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 59, "coverage": "broad-soc" }, { "socCode": "47-3013", "title": "Helpers--Electricians", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 55, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 63, "outdoorsPct": 68, "physicalEnvironmentScore": 66 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 59, "coverage": "broad-soc" }, { "socCode": "47-3014", "title": "Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 45, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 55, "outdoorsPct": 62, "physicalEnvironmentScore": 59 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "47-3015", "title": "Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 55, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 63, "outdoorsPct": 68, "physicalEnvironmentScore": 66 }, "cognitive": { "decisionMakingPct": 61, "problemSolvingPct": 55 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "47-3016", "title": "Helpers--Roofers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 45, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 55, "outdoorsPct": 62, "physicalEnvironmentScore": 59 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "47-4011", "title": "Construction and Building Inspectors", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 55, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 63, "outdoorsPct": 68, "physicalEnvironmentScore": 66 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 68, "coverage": "broad-soc" }, { "socCode": "47-4021", "title": "Elevator and Escalator Installers and Repairers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 61, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 68, "outdoorsPct": 68, "physicalEnvironmentScore": 68 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 69, "coverage": "broad-soc" }, { "socCode": "47-4031", "title": "Fence Erectors", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 45, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 55, "outdoorsPct": 62, "physicalEnvironmentScore": 59 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "47-4041", "title": "Hazardous Materials Removal Workers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 51, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 60, "outdoorsPct": 62, "physicalEnvironmentScore": 61 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "47-4051", "title": "Highway Maintenance Workers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 51, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 60, "outdoorsPct": 62, "physicalEnvironmentScore": 61 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "47-4061", "title": "Rail-Track Laying and Maintenance Equipment Operators", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 61, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 68, "outdoorsPct": 68, "physicalEnvironmentScore": 68 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "47-4071", "title": "Septic Tank Servicers and Sewer Pipe Cleaners", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 51, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 60, "outdoorsPct": 62, "physicalEnvironmentScore": 61 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "47-5011", "title": "Derrick Operators, Oil and Gas", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 61, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 68, "outdoorsPct": 68, "physicalEnvironmentScore": 68 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 55, "coverage": "broad-soc" }, { "socCode": "47-5012", "title": "Rotary Drill Operators, Oil and Gas", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 61, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 68, "outdoorsPct": 68, "physicalEnvironmentScore": 68 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "47-5013", "title": "Service Unit Operators, Oil and Gas", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 61, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 68, "outdoorsPct": 68, "physicalEnvironmentScore": 68 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "47-5022", "title": "Excavating and Loading Machine and Dragline Operators, Surface Mining", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 61, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 68, "outdoorsPct": 68, "physicalEnvironmentScore": 68 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 55, "coverage": "broad-soc" }, { "socCode": "47-5023", "title": "Earth Drillers, Except Oil and Gas", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 51, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 60, "outdoorsPct": 62, "physicalEnvironmentScore": 61 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "47-5032", "title": "Explosives Workers, Ordnance Handling Experts, and Blasters", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 45, "physicalPresenceScore": 96 }, "workConditions": { "hazardousPct": 55, "outdoorsPct": 62, "physicalEnvironmentScore": 59 }, "cognitive": { "decisionMakingPct": 61, "problemSolvingPct": 55 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "47-5041", "title": "Continuous Mining Machine Operators", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 61, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 68, "outdoorsPct": 68, "physicalEnvironmentScore": 68 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "47-5043", "title": "Roof Bolters, Mining", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 51, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 60, "outdoorsPct": 62, "physicalEnvironmentScore": 61 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "47-5044", "title": "Loading and Moving Machine Operators, Underground Mining", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 94, "heavyLiftingPct": 61, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 68, "outdoorsPct": 68, "physicalEnvironmentScore": 68 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 55, "coverage": "broad-soc" }, { "socCode": "47-5051", "title": "Rock Splitters, Quarry", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 51, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 60, "outdoorsPct": 62, "physicalEnvironmentScore": 61 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "47-5071", "title": "Roustabouts, Oil and Gas", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 51, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 60, "outdoorsPct": 62, "physicalEnvironmentScore": 61 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "47-5081", "title": "Helpers--Extraction Workers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 86, "heavyLiftingPct": 51, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 60, "outdoorsPct": 62, "physicalEnvironmentScore": 61 }, "cognitive": { "decisionMakingPct": 55, "problemSolvingPct": 55 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "49-1011", "title": "First-Line Supervisors of Mechanics, Installers, and Repairers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 48, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 53, "outdoorsPct": 34, "physicalEnvironmentScore": 44 }, "cognitive": { "decisionMakingPct": 76, "problemSolvingPct": 66 }, "automationFrictionScore": 67, "coverage": "broad-soc" }, { "socCode": "49-2011", "title": "Computer, Automated Teller, and Office Machine Repairers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 69 }, "automationFrictionScore": 67, "coverage": "broad-soc" }, { "socCode": "49-2021", "title": "Radio, Cellular, and Tower Equipment Installers and Repairers", "preparation": { "educationRequirement": "Postsecondary 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"automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-2091", "title": "Avionics Technicians", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 72, "heavyLiftingPct": 44, "physicalPresenceScore": 97 }, "workConditions": { "hazardousPct": 50, "outdoorsPct": 28, "physicalEnvironmentScore": 39 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 63, "coverage": "broad-soc" }, { "socCode": "49-2092", "title": "Electric Motor, Power Tool, and Related Repairers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-2093", "title": "Electrical and Electronics Installers and Repairers, Transportation Equipment", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 48, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 53, "outdoorsPct": 34, "physicalEnvironmentScore": 44 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 65, "coverage": "broad-soc" }, { "socCode": "49-2094", "title": "Electrical and Electronics Repairers, Commercial and Industrial Equipment", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-2095", "title": "Electrical and Electronics Repairers, Powerhouse, Substation, and Relay", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-2096", "title": "Electronic Equipment Installers and Repairers, Motor Vehicles", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-2097", "title": "Audiovisual Equipment Installers and Repairers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 69 }, "automationFrictionScore": 67, "coverage": "broad-soc" }, { "socCode": "49-2098", "title": "Security and Fire Alarm Systems Installers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-3011", "title": "Aircraft Mechanics and Service Technicians", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-3021", "title": "Automotive Body and Related Repairers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "49-3022", "title": "Automotive Glass Installers and Repairers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "49-3023", "title": "Automotive Service Technicians and Mechanics", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "49-3031", "title": "Bus and Truck Mechanics and Diesel Engine Specialists", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-3041", "title": "Farm Equipment Mechanics and Service Technicians", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-3042", "title": "Mobile Heavy Equipment Mechanics, Except Engines", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-3043", "title": "Rail Car Repairers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "49-3051", "title": "Motorboat Mechanics and Service Technicians", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-3052", "title": "Motorcycle Mechanics", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-3053", "title": "Outdoor Power Equipment and Other Small Engine Mechanics", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "49-3091", "title": "Bicycle Repairers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "49-3092", "title": "Recreational Vehicle Service Technicians", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 72, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 50, "outdoorsPct": 28, "physicalEnvironmentScore": 39 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "49-3093", "title": "Tire Repairers and Changers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 48, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 53, "outdoorsPct": 34, "physicalEnvironmentScore": 44 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "49-9011", "title": "Mechanical Door Repairers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 48, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 53, "outdoorsPct": 34, "physicalEnvironmentScore": 44 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "49-9012", "title": "Control and Valve Installers and Repairers, Except Mechanical Door", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-9021", "title": "Heating, Air Conditioning, and Refrigeration Mechanics and Installers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "49-9031", "title": "Home Appliance Repairers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "49-9041", "title": "Industrial Machinery Mechanics", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-9043", "title": "Maintenance Workers, Machinery", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 72, "heavyLiftingPct": 44, "physicalPresenceScore": 97 }, "workConditions": { "hazardousPct": 50, "outdoorsPct": 28, "physicalEnvironmentScore": 39 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 63, "coverage": "broad-soc" }, { "socCode": "49-9044", "title": "Millwrights", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 72, "heavyLiftingPct": 44, "physicalPresenceScore": 97 }, "workConditions": { "hazardousPct": 50, "outdoorsPct": 28, "physicalEnvironmentScore": 39 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "49-9045", "title": "Refractory Materials Repairers, Except Brickmasons", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "49-9051", "title": "Electrical Power-Line Installers and Repairers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-9052", "title": "Telecommunications Line Installers and Repairers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 48, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 53, "outdoorsPct": 34, "physicalEnvironmentScore": 44 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 69 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "49-9061", "title": "Camera and Photographic Equipment Repairers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-9062", "title": "Medical Equipment Repairers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-9063", "title": "Musical Instrument Repairers and Tuners", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 68, "problemSolvingPct": 62 }, "automationFrictionScore": 67, "coverage": "broad-soc" }, { "socCode": "49-9064", "title": "Watch and Clock Repairers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-9071", "title": "Maintenance and Repair Workers, General", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-9081", "title": "Wind Turbine Service Technicians", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 72, "heavyLiftingPct": 44, "physicalPresenceScore": 97 }, "workConditions": { "hazardousPct": 50, "outdoorsPct": 28, "physicalEnvironmentScore": 39 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 63, "coverage": "broad-soc" }, { "socCode": "49-9091", "title": "Coin, Vending, and Amusement Machine Servicers and Repairers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "49-9092", "title": "Commercial Divers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 72, "heavyLiftingPct": 38, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 45, "outdoorsPct": 28, "physicalEnvironmentScore": 37 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 62, "coverage": "broad-soc" }, { "socCode": "49-9094", "title": "Locksmiths and Safe Repairers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "49-9095", "title": "Manufactured Building and Mobile Home Installers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 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"relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 66, "coverage": "broad-soc" }, { "socCode": "49-9098", "title": "Helpers--Installation, Maintenance, and Repair Workers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "49-9099", "title": "Installation, Maintenance, and Repair Workers, All Other", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 80, "heavyLiftingPct": 54, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 58, "outdoorsPct": 34, "physicalEnvironmentScore": 46 }, "cognitive": { "decisionMakingPct": 62, "problemSolvingPct": 62 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-1011", "title": "First-Line Supervisors of Production and Operating Workers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 64, "problemSolvingPct": 52 }, "automationFrictionScore": 50, "coverage": "broad-soc" }, { "socCode": "51-2011", "title": "Aircraft Structure, Surfaces, Rigging, and Systems Assemblers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 90 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 47, "coverage": "broad-soc" }, { "socCode": "51-2021", "title": "Coil Winders, Tapers, and Finishers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 34, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 43, "outdoorsPct": 8, "physicalEnvironmentScore": 26 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 49, "coverage": "broad-soc" }, { "socCode": "51-2031", "title": "Engine and Other Machine Assemblers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "51-2041", "title": "Structural Metal Fabricators and Fitters", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "51-2051", "title": "Fiberglass Laminators and Fabricators", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "51-2061", "title": "Timing Device Assemblers and Adjusters", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 34, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 43, "outdoorsPct": 8, "physicalEnvironmentScore": 26 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "51-3011", "title": "Bakers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "51-3021", "title": "Butchers and Meat Cutters", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "51-3022", "title": "Meat, Poultry, and Fish Cutters and Trimmers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 48 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "51-3023", "title": "Slaughterers and Meat Packers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "51-3091", "title": "Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 38, "physicalPresenceScore": 98 }, "workConditions": { "hazardousPct": 46, "outdoorsPct": 14, "physicalEnvironmentScore": 30 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "51-3092", "title": "Food Batchmakers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "51-3093", "title": "Food Cooking Machine Operators and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-4021", "title": "Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-4022", "title": "Forging Machine Setters, Operators, and Tenders, Metal and Plastic", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-4023", "title": "Rolling Machine Setters, Operators, and Tenders, Metal and Plastic", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-4031", "title": "Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-4032", "title": "Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-4033", "title": "Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-4034", "title": "Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-4035", "title": "Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-4041", "title": "Machinists", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 34, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 43, "outdoorsPct": 8, "physicalEnvironmentScore": 26 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 58, "coverage": "broad-soc" }, { "socCode": "51-4051", "title": "Metal-Refining Furnace Operators and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-4052", "title": "Pourers and Casters, Metal", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 34, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 43, "outdoorsPct": 8, "physicalEnvironmentScore": 26 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 49, "coverage": "broad-soc" }, { "socCode": "51-4061", "title": "Model Makers, Metal and Plastic", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 34, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 43, "outdoorsPct": 8, "physicalEnvironmentScore": 26 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 58, "coverage": "broad-soc" }, { "socCode": "51-4062", "title": "Patternmakers, Metal and Plastic", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job 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Metal and Plastic", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-4081", "title": "Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-4111", "title": "Tool and Die Makers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 34, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 43, "outdoorsPct": 8, "physicalEnvironmentScore": 26 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 58, "coverage": "broad-soc" }, { "socCode": "51-4121", "title": "Welders, Cutters, Solderers, and Brazers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 90 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 48 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "51-4122", "title": "Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-4191", "title": "Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-4192", "title": "Layout Workers, Metal and Plastic", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 90 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 55 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "51-4193", "title": "Plating Machine Setters, Operators, and Tenders, Metal and Plastic", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-4194", "title": "Tool Grinders, Filers, and Sharpeners", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 34, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 43, "outdoorsPct": 8, "physicalEnvironmentScore": 26 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 49, "coverage": "broad-soc" }, { "socCode": "51-5111", "title": "Prepress Technicians and Workers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "51-5112", "title": "Printing Press Operators", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 61, "coverage": "broad-soc" }, { "socCode": "51-5113", "title": "Print Binding and Finishing Workers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 90 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 48 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "51-6011", "title": "Laundry and Dry-Cleaning Workers", "preparation": { "educationRequirement": "No formal educational 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"socCode": "51-6031", "title": "Sewing Machine Operators", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 38, "physicalPresenceScore": 98 }, "workConditions": { "hazardousPct": 46, "outdoorsPct": 14, "physicalEnvironmentScore": 30 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 55 }, "automationFrictionScore": 47, "coverage": "broad-soc" }, { "socCode": "51-6041", "title": "Shoe and Leather Workers and Repairers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 38, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 46, "outdoorsPct": 14, "physicalEnvironmentScore": 30 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "51-6042", "title": "Shoe Machine Operators and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-6051", "title": "Sewers, Hand", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 90 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 55 }, "automationFrictionScore": 49, "coverage": "broad-soc" }, { "socCode": "51-6052", "title": "Tailors, Dressmakers, and Custom Sewers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "51-6061", "title": "Textile Bleaching and Dyeing Machine Operators and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-6062", "title": "Textile Cutting Machine Setters, Operators, and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-6063", "title": "Textile Knitting and Weaving Machine Setters, Operators, and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-6064", "title": "Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-6091", "title": "Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-6092", "title": "Fabric and Apparel Patternmakers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 90 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 48 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "51-6093", "title": "Upholsterers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "51-7011", "title": "Cabinetmakers and Bench Carpenters", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-7021", "title": "Furniture Finishers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "51-7031", "title": "Model Makers, Wood", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 90 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 56, "coverage": "broad-soc" }, { "socCode": "51-7032", "title": "Patternmakers, Wood", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 34, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 43, "outdoorsPct": 8, "physicalEnvironmentScore": 26 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 55 }, "automationFrictionScore": 59, "coverage": "broad-soc" }, { "socCode": "51-7041", "title": "Sawing Machine Setters, Operators, and Tenders, Wood", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-7042", "title": "Woodworking Machine Setters, Operators, and Tenders, Except Sawing", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-8011", "title": "Nuclear Power Reactor Operators", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 61, "coverage": "broad-soc" }, { "socCode": "51-8012", "title": "Power Distributors 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48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-8021", "title": "Stationary Engineers and Boiler Operators", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 61, "coverage": "broad-soc" }, { "socCode": "51-8031", "title": "Water and Wastewater Treatment Plant and System Operators", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 61, "coverage": "broad-soc" }, { "socCode": "51-8091", "title": "Chemical Plant and System Operators", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-8092", "title": "Gas Plant Operators", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 61, "coverage": "broad-soc" }, { "socCode": "51-8093", "title": "Petroleum Pump System Operators, Refinery Operators, and Gaugers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-8099", "title": "Plant and System Operators, All Other", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 47, "coverage": "broad-soc" }, { "socCode": "51-9011", "title": "Chemical Equipment Operators and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-9012", "title": "Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-9021", "title": "Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-9022", "title": "Grinding and Polishing Workers, Hand", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 34, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 43, "outdoorsPct": 8, "physicalEnvironmentScore": 26 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "51-9023", "title": "Mixing and Blending Machine Setters, Operators, and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-9031", "title": "Cutters and Trimmers, Hand", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "51-9032", "title": "Cutting and Slicing Machine Setters, Operators, and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-9041", "title": "Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-9051", "title": "Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 38, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 46, "outdoorsPct": 14, "physicalEnvironmentScore": 30 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "51-9061", "title": "Inspectors, Testers, Sorters, Samplers, and Weighers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 90 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 47, "coverage": "broad-soc" }, { "socCode": "51-9071", "title": "Jewelers and Precious Stone and Metal Workers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 48 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "51-9081", "title": "Dental Laboratory Technicians", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 90 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 56, "problemSolvingPct": 48 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "51-9082", "title": "Medical Appliance Technicians", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 57, "coverage": "broad-soc" }, { "socCode": "51-9083", "title": "Ophthalmic Laboratory Technicians", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 34, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 43, "outdoorsPct": 8, "physicalEnvironmentScore": 26 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 49, "coverage": "broad-soc" }, { "socCode": "51-9111", "title": "Packaging and Filling Machine Operators and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-9123", "title": "Painting, Coating, and Decorating Workers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "51-9124", "title": "Coating, Painting, and Spraying Machine Setters, Operators, and Tenders", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 47, "coverage": "broad-soc" }, { "socCode": "51-9141", "title": "Semiconductor Processing Technicians", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 90 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 47, "coverage": "broad-soc" }, { "socCode": "51-9151", "title": "Photographic Process Workers and Processing Machine Operators", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 38, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 46, "outdoorsPct": 14, "physicalEnvironmentScore": 30 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 51, "coverage": "broad-soc" }, { "socCode": "51-9161", "title": "Computer Numerically Controlled Tool Operators", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 47, "coverage": "broad-soc" }, { "socCode": "51-9162", "title": "Computer Numerically Controlled Tool Programmers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 77, "heavyLiftingPct": 26, "physicalPresenceScore": 82 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 63 }, "automationFrictionScore": 43, "coverage": "broad-soc" }, { "socCode": "51-9191", "title": "Adhesive Bonding Machine Operators and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-9192", "title": "Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-9193", "title": "Cooling and Freezing Equipment Operators and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 55 }, "automationFrictionScore": 53, "coverage": "broad-soc" }, { "socCode": "51-9194", "title": "Etchers and Engravers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "51-9195", "title": "Molders, Shapers, and Casters, Except Metal and Plastic", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 34, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 43, "outdoorsPct": 8, "physicalEnvironmentScore": 26 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 44, "coverage": "broad-soc" }, { "socCode": "51-9196", "title": "Paper Goods Machine Setters, Operators, and Tenders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 90, "heavyLiftingPct": 44, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 51, "outdoorsPct": 14, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "51-9197", "title": "Tire Builders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 34, "physicalPresenceScore": 95 }, "workConditions": { "hazardousPct": 43, "outdoorsPct": 8, "physicalEnvironmentScore": 26 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 49, "coverage": "broad-soc" }, { "socCode": "51-9198", "title": "Helpers--Production Workers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 82, "heavyLiftingPct": 28, "physicalPresenceScore": 93 }, "workConditions": { "hazardousPct": 38, "outdoorsPct": 8, "physicalEnvironmentScore": 23 }, "cognitive": { "decisionMakingPct": 50, "problemSolvingPct": 48 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "53-1041", "title": "Aircraft Cargo Handling Supervisors", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 32, "physicalPresenceScore": 97 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 24, "physicalEnvironmentScore": 30 }, "cognitive": { "decisionMakingPct": 72, "problemSolvingPct": 56 }, "automationFrictionScore": 47, "coverage": "broad-soc" }, { "socCode": "53-2011", "title": "Airline Pilots, Copilots, and Flight Engineers", "preparation": { "educationRequirement": "Bachelor's degree", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "None", "svp": 7 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 38, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 41, "outdoorsPct": 24, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 62, "coverage": "broad-soc" }, { "socCode": "53-2012", "title": "Commercial Pilots", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 38, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 41, "outdoorsPct": 24, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "53-2021", "title": "Air Traffic Controllers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 32, "physicalPresenceScore": 97 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 24, "physicalEnvironmentScore": 30 }, "cognitive": { "decisionMakingPct": 64, "problemSolvingPct": 52 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "53-2022", "title": "Airfield Operations Specialists", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 32, "physicalPresenceScore": 97 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 24, "physicalEnvironmentScore": 30 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 59, "coverage": "broad-soc" }, { "socCode": "53-2031", "title": "Flight Attendants", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 32, "physicalPresenceScore": 97 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 24, "physicalEnvironmentScore": 30 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 59, "coverage": "broad-soc" }, { "socCode": "53-3011", "title": "Ambulance Drivers and Attendants, Except Emergency Medical Technicians", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 42, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 44, "outdoorsPct": 30, "physicalEnvironmentScore": 37 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 53, "coverage": "broad-soc" }, { "socCode": "53-3031", "title": "Driver/Sales Workers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 42, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 44, "outdoorsPct": 30, "physicalEnvironmentScore": 37 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 53, "coverage": "broad-soc" }, { "socCode": "53-3032", "title": "Heavy and Tractor-Trailer Truck Drivers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 48, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 49, "outdoorsPct": 30, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "53-3033", "title": "Light Truck Drivers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 48, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 49, "outdoorsPct": 30, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "53-3051", "title": "Bus Drivers, School", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 42, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 44, "outdoorsPct": 30, "physicalEnvironmentScore": 37 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "53-3052", "title": "Bus Drivers, Transit and Intercity", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 48, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 49, "outdoorsPct": 30, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 49, "coverage": "broad-soc" }, { "socCode": "53-3053", "title": "Shuttle Drivers and Chauffeurs", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 42, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 44, "outdoorsPct": 30, "physicalEnvironmentScore": 37 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "53-3054", "title": "Taxi Drivers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 42, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 44, "outdoorsPct": 30, "physicalEnvironmentScore": 37 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 48, "coverage": "broad-soc" }, { "socCode": "53-4011", "title": "Locomotive Engineers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 38, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 41, "outdoorsPct": 24, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "53-4013", "title": "Rail Yard Engineers, Dinkey Operators, and Hostlers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 48, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 49, "outdoorsPct": 30, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "53-4022", "title": "Railroad Brake, Signal, and Switch Operators and Locomotive Firers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 48, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 49, "outdoorsPct": 30, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 49, "coverage": "broad-soc" }, { "socCode": "53-4031", "title": "Railroad Conductors and Yardmasters", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 32, "physicalPresenceScore": 97 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 24, "physicalEnvironmentScore": 30 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 50, "coverage": "broad-soc" }, { "socCode": "53-4041", "title": "Subway and Streetcar Operators", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 48, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 49, "outdoorsPct": 30, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "53-5011", "title": "Sailors and Marine Oilers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 38, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 41, "outdoorsPct": 24, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "53-5021", "title": "Captains, Mates, and Pilots of Water Vessels", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 38, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 41, "outdoorsPct": 24, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 47, "coverage": "broad-soc" }, { "socCode": "53-5022", "title": "Motorboat Operators", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 48, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 49, "outdoorsPct": 30, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "53-5031", "title": "Ship Engineers", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 38, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 41, "outdoorsPct": 24, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "53-6011", "title": "Bridge and Lock Tenders", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 32, "physicalPresenceScore": 97 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 24, "physicalEnvironmentScore": 30 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "53-6021", "title": "Parking Attendants", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 32, "physicalPresenceScore": 97 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 24, "physicalEnvironmentScore": 30 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 50, "coverage": "broad-soc" }, { "socCode": "53-6031", "title": "Automotive and Watercraft Service Attendants", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 38, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 41, "outdoorsPct": 24, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "53-6041", "title": "Traffic Technicians", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 32, "physicalPresenceScore": 97 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 24, "physicalEnvironmentScore": 30 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 59 }, "automationFrictionScore": 60, "coverage": "broad-soc" }, { "socCode": "53-6051", "title": "Transportation Inspectors", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 32, "physicalPresenceScore": 97 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 24, "physicalEnvironmentScore": 30 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "53-6061", "title": "Passenger Attendants", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 32, "physicalPresenceScore": 97 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 24, "physicalEnvironmentScore": 30 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 50, "coverage": "broad-soc" }, { "socCode": "53-7011", "title": "Conveyor Operators and Tenders", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 48, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 49, "outdoorsPct": 30, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 49, "coverage": "broad-soc" }, { "socCode": "53-7021", "title": "Crane and Tower Operators", "preparation": { "educationRequirement": "Postsecondary nondegree award", "relatedWorkExperience": "Less than 5 years", "onTheJobTraining": "Long-term on-the-job training", "svp": 6 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 48, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 49, "outdoorsPct": 30, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 63, "coverage": "broad-soc" }, { "socCode": "53-7031", "title": "Dredge Operators", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 48, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 49, "outdoorsPct": 30, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 64, "problemSolvingPct": 52 }, "automationFrictionScore": 55, "coverage": "broad-soc" }, { "socCode": "53-7041", "title": "Hoist and Winch Operators", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 42, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 44, "outdoorsPct": 30, "physicalEnvironmentScore": 37 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 53, "coverage": "broad-soc" }, { "socCode": "53-7051", "title": "Industrial Truck and Tractor Operators", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 48, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 49, "outdoorsPct": 30, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "53-7061", "title": "Cleaners of Vehicles and Equipment", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 38, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 41, "outdoorsPct": 24, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "53-7062", "title": "Laborers and Freight, Stock, and Material Movers, Hand", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 48, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 49, "outdoorsPct": 30, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "53-7063", "title": "Machine Feeders and Offbearers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 32, "physicalPresenceScore": 97 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 24, "physicalEnvironmentScore": 30 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 50, "coverage": "broad-soc" }, { "socCode": "53-7064", "title": "Packers and Packagers, Hand", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 32, "physicalPresenceScore": 97 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 24, "physicalEnvironmentScore": 30 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 50, "coverage": "broad-soc" }, { "socCode": "53-7065", "title": "Stockers and Order Fillers", "preparation": { "educationRequirement": "No formal educational credential", "relatedWorkExperience": "None", "onTheJobTraining": "Short-term on-the-job training", "svp": 2 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 32, "physicalPresenceScore": 97 }, "workConditions": { "hazardousPct": 36, "outdoorsPct": 24, "physicalEnvironmentScore": 30 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 45, "coverage": "broad-soc" }, { "socCode": "53-7071", "title": "Gas Compressor and Gas Pumping Station Operators", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 48, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 49, "outdoorsPct": 30, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "53-7072", "title": "Pump Operators, Except Wellhead Pumpers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 84, "heavyLiftingPct": 48, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 49, "outdoorsPct": 30, "physicalEnvironmentScore": 40 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 54, "coverage": "broad-soc" }, { "socCode": "53-7073", "title": "Wellhead Pumpers", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 38, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 41, "outdoorsPct": 24, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "53-7081", "title": "Refuse and Recyclable Material Collectors", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 38, "physicalPresenceScore": 100 }, "workConditions": { "hazardousPct": 41, "outdoorsPct": 24, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 52, "coverage": "broad-soc" }, { "socCode": "53-7121", "title": "Tank Car, Truck, and Ship Loaders", "preparation": { "educationRequirement": "High school diploma or equivalent", "relatedWorkExperience": "None", "onTheJobTraining": "Moderate-term on-the-job training", "svp": 4 }, "physical": { "standingWalkingPct": 76, "heavyLiftingPct": 38, "physicalPresenceScore": 99 }, "workConditions": { "hazardousPct": 41, "outdoorsPct": 24, "physicalEnvironmentScore": 33 }, "cognitive": { "decisionMakingPct": 58, "problemSolvingPct": 52 }, "automationFrictionScore": 52, "coverage": "broad-soc" } ] }