{
  "meta": {
    "generatedAt": "2026-07-14T05:19:17.604Z",
    "asOf": "2024-2034",
    "source": {
      "name": "BLS Employment Projections occupational data",
      "publisher": "U.S. Bureau of Labor Statistics",
      "url": "https://www.bls.gov/emp/data/occupational-data.htm"
    },
    "version": "1.0.0"
  },
  "coverage": {
    "baseYear": 2024,
    "projectionYear": 2034,
    "windowYears": 10,
    "primaryKey": "socCode",
    "rows": 756,
    "sourceRows": 832,
    "matchedSnapshotRows": 756,
    "rowsWithProjectedOpenings": 671,
    "dataQualityNotes": {
      "nullProjectedOpenings": {
        "count": 85,
        "explanation": "The BLS Employment Projections source does not publish annual-openings estimates for all SOC codes. 85 occupations have projectedOpenings = null because no matching BLS-EP openings row exists. These nulls are intentional and represent genuine data unavailability — they must not be imputed or converted to zero.",
        "affectedField": "projectedOpenings",
        "sentinel": null,
        "handling": "Preserve null; UI surfaces should display \"not available\" rather than omitting the field or showing 0."
      }
    }
  },
  "methodology": {
    "provenanceDecision": "The official BLS Employment Projections download pages were bot-blocked (HTTP 403) from this build environment, so the builder consumes the public GitHub mirror in jeffbaumes/jobs, whose README documents that occupations.csv is regenerated from the official BLS Employment Projections occupational workbook.",
    "accessMirror": "https://raw.githubusercontent.com/jeffbaumes/jobs/main/occupations.csv",
    "mirrorRepository": "https://github.com/jeffbaumes/jobs",
    "joinStrategy": "FutureGrid joins the public-source projection rows to occupation-snapshot-slim.json by exact normalized occupation title. Titles are unique in both inputs, so each snapshot SOC receives exactly one projection row.",
    "openingsStrategy": "projectedOpenings is carried through from occupation-snapshot-slim.json as a supplemental visualization field until a directly accessible public annual-openings table can be wired into this builder.",
    "units": "employment_2024 and projected_new_jobs are published in thousands in the source CSV and are converted here to integer job counts. employmentChangePct remains a percent."
  },
  "summary": {
    "totalEmployment2024": 154353400,
    "totalEmployment2034": 158539900,
    "totalEmploymentChange": 4186500,
    "rowsWithProjectedOpenings": 671,
    "topProjectedOpenings": [
      {
        "socCode": "41-2011",
        "title": "Cashiers",
        "employment2024": 3157200,
        "employment2034": 2843600,
        "employmentChange": -313600,
        "employmentChangePct": -9.9,
        "projectedOpenings": 661300
      },
      {
        "socCode": "41-2031",
        "title": "Retail Salespersons",
        "employment2024": 3936700,
        "employment2034": 3917100,
        "employmentChange": -19600,
        "employmentChangePct": -0.5,
        "projectedOpenings": 641300
      },
      {
        "socCode": "35-3031",
        "title": "Waiters and Waitresses",
        "employment2024": 2329700,
        "employment2034": 2313400,
        "employmentChange": -16300,
        "employmentChangePct": -0.7,
        "projectedOpenings": 539000
      },
      {
        "socCode": "53-7062",
        "title": "Laborers and Freight, Stock, and Material Movers, Hand",
        "employment2024": 2988900,
        "employment2034": 3033200,
        "employmentChange": 44300,
        "employmentChangePct": 1.5,
        "projectedOpenings": 434700
      },
      {
        "socCode": "43-4051",
        "title": "Customer Service Representatives",
        "employment2024": 2814000,
        "employment2034": 2660300,
        "employmentChange": -153700,
        "employmentChangePct": -5.5,
        "projectedOpenings": 387600
      },
      {
        "socCode": "43-9061",
        "title": "Office Clerks, General",
        "employment2024": 2646000,
        "employment2034": 2468200,
        "employmentChange": -177800,
        "employmentChangePct": -6.7,
        "projectedOpenings": 360400
      },
      {
        "socCode": "37-2011",
        "title": "Janitors and Cleaners, Except Maids and Housekeeping Cleaners",
        "employment2024": 2447700,
        "employment2034": 2495500,
        "employmentChange": 47800,
        "employmentChangePct": 2,
        "projectedOpenings": 343100
      },
      {
        "socCode": "35-2014",
        "title": "Cooks, Restaurant",
        "employment2024": 1460200,
        "employment2034": 1677200,
        "employmentChange": 217000,
        "employmentChangePct": 14.9,
        "projectedOpenings": 243800
      },
      {
        "socCode": "53-3032",
        "title": "Heavy and Tractor-Trailer Truck Drivers",
        "employment2024": 2235100,
        "employment2034": 2324400,
        "employmentChange": 89300,
        "employmentChangePct": 4,
        "projectedOpenings": 238400
      },
      {
        "socCode": "43-6014",
        "title": "Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",
        "employment2024": 1944000,
        "employment2034": 1913200,
        "employmentChange": -30800,
        "employmentChangePct": -1.6,
        "projectedOpenings": 233500
      }
    ],
    "fastestGrowing": [
      {
        "socCode": "49-9081",
        "title": "Wind Turbine Service Technicians",
        "employment2024": 13600,
        "employment2034": 20400,
        "employmentChange": 6800,
        "employmentChangePct": 49.9,
        "projectedOpenings": 1300
      },
      {
        "socCode": "47-2231",
        "title": "Solar Photovoltaic Installers",
        "employment2024": 28600,
        "employment2034": 40600,
        "employmentChange": 12000,
        "employmentChangePct": 42.1,
        "projectedOpenings": 2200
      },
      {
        "socCode": "29-1171",
        "title": "Nurse Practitioners",
        "employment2024": 320400,
        "employment2034": 448800,
        "employmentChange": 128400,
        "employmentChangePct": 40.1,
        "projectedOpenings": 16900
      },
      {
        "socCode": "15-2051",
        "title": "Data Scientists",
        "employment2024": 245900,
        "employment2034": 328400,
        "employmentChange": 82500,
        "employmentChangePct": 33.5,
        "projectedOpenings": null
      },
      {
        "socCode": "15-1212",
        "title": "Information Security Analysts",
        "employment2024": 182800,
        "employment2034": 234900,
        "employmentChange": 52100,
        "employmentChangePct": 28.5,
        "projectedOpenings": null
      },
      {
        "socCode": "11-9111",
        "title": "Medical and Health Services Managers",
        "employment2024": 616200,
        "employment2034": 759100,
        "employmentChange": 142900,
        "employmentChangePct": 23.2,
        "projectedOpenings": 42200
      },
      {
        "socCode": "31-2021",
        "title": "Physical Therapist Assistants",
        "employment2024": 111500,
        "employment2034": 136000,
        "employmentChange": 24500,
        "employmentChangePct": 22,
        "projectedOpenings": 16500
      },
      {
        "socCode": "15-2011",
        "title": "Actuaries",
        "employment2024": 33600,
        "employment2034": 40900,
        "employmentChange": 7300,
        "employmentChangePct": 21.8,
        "projectedOpenings": 2200
      },
      {
        "socCode": "15-2031",
        "title": "Operations Research Analysts",
        "employment2024": 112100,
        "employment2034": 136200,
        "employmentChange": 24100,
        "employmentChangePct": 21.5,
        "projectedOpenings": 10900
      },
      {
        "socCode": "29-1071",
        "title": "Physician Assistants",
        "employment2024": 162700,
        "employment2034": 195900,
        "employmentChange": 33200,
        "employmentChangePct": 20.4,
        "projectedOpenings": 11500
      }
    ],
    "steepestDeclines": [
      {
        "socCode": "43-9022",
        "title": "Word Processors and Typists",
        "employment2024": 40000,
        "employment2034": 25600,
        "employmentChange": -14400,
        "employmentChangePct": -36.1,
        "projectedOpenings": 4100
      },
      {
        "socCode": "47-5043",
        "title": "Roof Bolters, Mining",
        "employment2024": 2300,
        "employment2034": 1500,
        "employmentChange": -800,
        "employmentChangePct": -34.2,
        "projectedOpenings": null
      },
      {
        "socCode": "43-2021",
        "title": "Telephone Operators",
        "employment2024": 4000,
        "employment2034": 2900,
        "employmentChange": -1100,
        "employmentChangePct": -27.5,
        "projectedOpenings": 500
      },
      {
        "socCode": "43-2011",
        "title": "Switchboard Operators, Including Answering Service",
        "employment2024": 36600,
        "employment2034": 27000,
        "employmentChange": -9600,
        "employmentChangePct": -26.3,
        "projectedOpenings": 6300
      },
      {
        "socCode": "43-9021",
        "title": "Data Entry Keyers",
        "employment2024": 141600,
        "employment2034": 104900,
        "employmentChange": -36700,
        "employmentChangePct": -25.9,
        "projectedOpenings": 14800
      },
      {
        "socCode": "51-4071",
        "title": "Foundry Mold and Coremakers",
        "employment2024": 12700,
        "employment2034": 9400,
        "employmentChange": -3300,
        "employmentChangePct": -25.9,
        "projectedOpenings": 1300
      },
      {
        "socCode": "51-4062",
        "title": "Patternmakers, Metal and Plastic",
        "employment2024": 1600,
        "employment2034": 1200,
        "employmentChange": -400,
        "employmentChangePct": -24.4,
        "projectedOpenings": 200
      },
      {
        "socCode": "47-5044",
        "title": "Loading and Moving Machine Operators, Underground Mining",
        "employment2024": 6400,
        "employment2034": 5000,
        "employmentChange": -1400,
        "employmentChangePct": -22.3,
        "projectedOpenings": null
      },
      {
        "socCode": "41-9041",
        "title": "Telemarketers",
        "employment2024": 67400,
        "employment2034": 52500,
        "employmentChange": -14900,
        "employmentChangePct": -22.1,
        "projectedOpenings": 21400
      },
      {
        "socCode": "51-9022",
        "title": "Grinding and Polishing Workers, Hand",
        "employment2024": 11800,
        "employment2034": 9300,
        "employmentChange": -2500,
        "employmentChangePct": -21.2,
        "projectedOpenings": 2600
      }
    ]
  },
  "rows": [
    {
      "socCode": "11-1011",
      "title": "Chief Executives",
      "sector": "Management",
      "employment2024": 309400,
      "employment2034": 322700,
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      "employmentChangePct": 4.3,
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      "aiExposure": 0.0333,
      "automationRisk": "Medium",
      "automationProbability": 0.0333,
      "brightOutlook": false,
      "medianAnnualWage": 206420,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/management/top-executives.htm"
    },
    {
      "socCode": "11-1021",
      "title": "General and Operations Managers",
      "sector": "Management",
      "employment2024": 3712900,
      "employment2034": 3876900,
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      "employmentChangePct": 4.4,
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      "aiExposure": 0.1378,
      "automationRisk": "Medium",
      "automationProbability": 0.1378,
      "brightOutlook": true,
      "medianAnnualWage": 102950,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/management/top-executives.htm"
    },
    {
      "socCode": "11-1031",
      "title": "Legislators",
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      "employment2034": 28600,
      "employmentChange": 900,
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      "projectedOpenings": 4300,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
      "medianAnnualWage": 44810,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": null
    },
    {
      "socCode": "11-2011",
      "title": "Advertising and Promotions Managers",
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      "employment2034": 26400,
      "employmentChange": -600,
      "employmentChangePct": -2.2,
      "projectedOpenings": 2700,
      "aiExposure": 0.1731,
      "automationRisk": "High",
      "automationProbability": 0.1731,
      "brightOutlook": false,
      "medianAnnualWage": 126960,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/management/advertising-promotions-and-marketing-managers.htm"
    },
    {
      "socCode": "11-2021",
      "title": "Marketing Managers",
      "sector": "Management",
      "employment2024": 407000,
      "employment2034": 433700,
      "employmentChange": 26700,
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      "automationRisk": "Very High",
      "automationProbability": 0.3195,
      "brightOutlook": true,
      "medianAnnualWage": 161030,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/management/advertising-promotions-and-marketing-managers.htm"
    },
    {
      "socCode": "11-2022",
      "title": "Sales Managers",
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      "employment2024": 619500,
      "employment2034": 648500,
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      "aiExposure": 0.0433,
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      "automationProbability": 0.0433,
      "brightOutlook": false,
      "medianAnnualWage": 138060,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/management/sales-managers.htm"
    },
    {
      "socCode": "11-2032",
      "title": "Public Relations Managers",
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      "brightOutlook": false,
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      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/management/public-relations-managers.htm"
    },
    {
      "socCode": "11-3012",
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      "automationProbability": 0,
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      "entryLevelEducation": "Bachelor's degree",
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      "sourceUrl": "https://www.bls.gov/ooh/management/administrative-services-managers.htm"
    },
    {
      "socCode": "11-3013",
      "title": "Facilities Managers",
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      "automationProbability": 0.1345,
      "brightOutlook": false,
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      "sourceUrl": "https://www.bls.gov/ooh/management/administrative-services-managers.htm"
    },
    {
      "socCode": "11-3021",
      "title": "Computer and Information Systems Managers",
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      "employment2034": 768700,
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      "aiExposure": 0.1559,
      "automationRisk": "High",
      "automationProbability": 0.1559,
      "brightOutlook": true,
      "medianAnnualWage": 171200,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/management/computer-and-information-systems-managers.htm"
    },
    {
      "socCode": "11-3031",
      "title": "Financial Managers",
      "sector": "Management",
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      "projectedOpenings": 64900,
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      "automationRisk": "Very High",
      "automationProbability": 0.3907,
      "brightOutlook": true,
      "medianAnnualWage": 161700,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/management/financial-managers.htm"
    },
    {
      "socCode": "11-3051",
      "title": "Industrial Production Managers",
      "sector": "Management",
      "employment2024": 241900,
      "employment2034": 246500,
      "employmentChange": 4600,
      "employmentChangePct": 1.9,
      "projectedOpenings": 13800,
      "aiExposure": 0.0132,
      "automationRisk": "Medium",
      "automationProbability": 0.0132,
      "brightOutlook": false,
      "medianAnnualWage": 121440,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/management/industrial-production-managers.htm"
    },
    {
      "socCode": "11-3061",
      "title": "Purchasing Managers",
      "sector": "Management",
      "employment2024": 83500,
      "employment2034": 86100,
      "employmentChange": 2600,
      "employmentChangePct": 3.1,
      "projectedOpenings": 6400,
      "aiExposure": 0.2004,
      "automationRisk": "High",
      "automationProbability": 0.2004,
      "brightOutlook": false,
      "medianAnnualWage": 139510,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/business-and-financial/purchasing-managers-buyers-and-purchasing-agents.htm"
    },
    {
      "socCode": "11-3071",
      "title": "Transportation, Storage, and Distribution Managers",
      "sector": "Management",
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      "employment2034": 229800,
      "employmentChange": 13100,
      "employmentChangePct": 6.1,
      "projectedOpenings": 11400,
      "aiExposure": 0.0956,
      "automationRisk": "Medium",
      "automationProbability": 0.0956,
      "brightOutlook": false,
      "medianAnnualWage": 102010,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/management/transportation-storage-and-distribution-managers.htm"
    },
    {
      "socCode": "11-3111",
      "title": "Compensation and Benefits Managers",
      "sector": "Management",
      "employment2024": 20900,
      "employment2034": 20900,
      "employmentChange": 0,
      "employmentChangePct": 0.2,
      "projectedOpenings": 1400,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
      "medianAnnualWage": 140360,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/management/compensation-and-benefits-managers.htm"
    },
    {
      "socCode": "11-3121",
      "title": "Human Resources Managers",
      "sector": "Management",
      "employment2024": 221900,
      "employment2034": 233000,
      "employmentChange": 11100,
      "employmentChangePct": 5,
      "projectedOpenings": 14400,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": true,
      "medianAnnualWage": 140030,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/management/human-resources-managers.htm"
    },
    {
      "socCode": "11-3131",
      "title": "Training and Development Managers",
      "sector": "Management",
      "employment2024": 46400,
      "employment2034": 49100,
      "employmentChange": 2700,
      "employmentChangePct": 5.8,
      "projectedOpenings": 3800,
      "aiExposure": 0.3777,
      "automationRisk": "Very High",
      "automationProbability": 0.3777,
      "brightOutlook": true,
      "medianAnnualWage": 127090,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/management/training-and-development-managers.htm"
    },
    {
      "socCode": "11-9013",
      "title": "Farmers, Ranchers, and Other Agricultural Managers",
      "sector": "Management",
      "employment2024": 836100,
      "employment2034": 825000,
      "employmentChange": -11100,
      "employmentChangePct": -1.3,
      "projectedOpenings": 95600,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
      "medianAnnualWage": 87980,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/management/farmers-ranchers-and-other-agricultural-managers.htm"
    },
    {
      "socCode": "11-9021",
      "title": "Construction Managers",
      "sector": "Management",
      "employment2024": 550300,
      "employment2034": 598400,
      "employmentChange": 48100,
      "employmentChangePct": 8.7,
      "projectedOpenings": 40200,
      "aiExposure": 0.1186,
      "automationRisk": "Medium",
      "automationProbability": 0.1186,
      "brightOutlook": true,
      "medianAnnualWage": 106980,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/management/construction-managers.htm"
    },
    {
      "socCode": "11-9031",
      "title": "Education and Childcare Administrators, Preschool and Daycare",
      "sector": "Management",
      "employment2024": 90200,
      "employment2034": 87900,
      "employmentChange": -2300,
      "employmentChangePct": -2.5,
      "projectedOpenings": 5800,
      "aiExposure": 0.0395,
      "automationRisk": "Medium",
      "automationProbability": 0.0395,
      "brightOutlook": true,
      "medianAnnualWage": 56270,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/management/preschool-and-childcare-center-directors.htm"
    },
    {
      "socCode": "11-9032",
      "title": "Education Administrators, Kindergarten through Secondary",
      "sector": "Management",
      "employment2024": 333300,
      "employment2034": 328200,
      "employmentChange": -5100,
      "employmentChangePct": -1.5,
      "projectedOpenings": 22900,
      "aiExposure": 0.0525,
      "automationRisk": "Medium",
      "automationProbability": 0.0525,
      "brightOutlook": false,
      "medianAnnualWage": 104070,
      "entryLevelEducation": "Master's degree",
      "onTheJobTraining": null,
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    {
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/personal-care-and-service/gaming-services-occupations.htm"
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/management/lodging-managers.htm"
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/management/medical-and-health-services-managers.htm"
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    {
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/management/social-and-community-service-managers.htm"
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    {
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/personal-care-and-service/funeral-service-occupations.htm"
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    {
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    {
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    {
      "socCode": "13-1011",
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    {
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      "sector": "Business and Financial Operations",
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    {
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    {
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/business-and-financial/fundraisers.htm"
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    {
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/business-and-financial/accountants-and-auditors.htm"
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    {
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      "employment2034": 50900,
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      "sourceUrl": "https://www.bls.gov/ooh/business-and-financial/budget-analysts.htm"
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    {
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/business-and-financial/insurance-underwriters.htm"
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    {
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      "sector": "Education, Training, and Library",
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      "employment2034": 12100,
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      "employmentChangePct": -2.5,
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      "sourceUrl": null
    },
    {
      "socCode": "25-9031",
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      "sector": "Education, Training, and Library",
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      "employmentChangePct": 1.3,
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      "sourceUrl": "https://www.bls.gov/ooh/education-training-and-library/instructional-coordinators.htm"
    },
    {
      "socCode": "25-9044",
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      "sector": "Education, Training, and Library",
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      "employment2034": 199600,
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      "employmentChangePct": 3.1,
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      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": null
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    {
      "socCode": "27-1011",
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      "employmentChangePct": 4.2,
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      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/arts-and-design/art-directors.htm"
    },
    {
      "socCode": "27-1012",
      "title": "Craft Artists",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
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      "employment2034": 11800,
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      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/arts-and-design/craft-and-fine-artists.htm"
    },
    {
      "socCode": "27-1013",
      "title": "Fine Artists, Including Painters, Sculptors, and Illustrators",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
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      "employment2034": 26200,
      "employmentChange": -300,
      "employmentChangePct": -1.2,
      "projectedOpenings": 3100,
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      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/arts-and-design/craft-and-fine-artists.htm"
    },
    {
      "socCode": "27-1014",
      "title": "Special Effects Artists and Animators",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
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      "employment2034": 58000,
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      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/arts-and-design/multimedia-artists-and-animators.htm"
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    {
      "socCode": "27-1021",
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      "sector": "Arts, Design, Entertainment, Sports, and Media",
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      "employment2034": 31600,
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      "employmentChangePct": 3.2,
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      "sourceUrl": "https://www.bls.gov/ooh/arts-and-design/industrial-designers.htm"
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    {
      "socCode": "27-1022",
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      "sector": "Arts, Design, Entertainment, Sports, and Media",
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      "employment2034": 26200,
      "employmentChange": 500,
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      "sourceUrl": "https://www.bls.gov/ooh/arts-and-design/fashion-designers.htm"
    },
    {
      "socCode": "27-1023",
      "title": "Floral Designers",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
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      "employment2034": 41200,
      "employmentChange": -2600,
      "employmentChangePct": -5.9,
      "projectedOpenings": 4400,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/arts-and-design/floral-designers.htm"
    },
    {
      "socCode": "27-1024",
      "title": "Graphic Designers",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
      "employment2024": 265900,
      "employment2034": 271600,
      "employmentChange": 5700,
      "employmentChangePct": 2.1,
      "projectedOpenings": 30300,
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      "automationProbability": 0.3672,
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      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/arts-and-design/graphic-designers.htm"
    },
    {
      "socCode": "27-1025",
      "title": "Interior Designers",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
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      "employment2034": 89900,
      "employmentChange": 2800,
      "employmentChangePct": 3.2,
      "projectedOpenings": 8000,
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      "automationProbability": 0,
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      "medianAnnualWage": 63490,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/arts-and-design/interior-designers.htm"
    },
    {
      "socCode": "27-1026",
      "title": "Merchandise Displayers and Window Trimmers",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
      "employment2024": 193000,
      "employment2034": 199200,
      "employmentChange": 6200,
      "employmentChangePct": 3.2,
      "projectedOpenings": 17300,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
      "medianAnnualWage": 37350,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "27-1027",
      "title": "Set and Exhibit Designers",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
      "employment2024": 31300,
      "employment2034": 32000,
      "employmentChange": 700,
      "employmentChangePct": 2.3,
      "projectedOpenings": 1500,
      "aiExposure": 0,
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      "automationProbability": 0,
      "brightOutlook": false,
      "medianAnnualWage": 66280,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/arts-and-design/set-and-exhibit-designers.htm"
    },
    {
      "socCode": "27-2011",
      "title": "Actors",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
      "employment2024": 57000,
      "employment2034": 57200,
      "employmentChange": 200,
      "employmentChangePct": 0.3,
      "projectedOpenings": 7700,
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      "automationRisk": "Medium",
      "automationProbability": 0.1011,
      "brightOutlook": false,
      "medianAnnualWage": 48526,
      "entryLevelEducation": "Some college, no degree",
      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/entertainment-and-sports/actors.htm"
    },
    {
      "socCode": "27-2012",
      "title": "Producers and Directors",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
      "employment2024": 167000,
      "employment2034": 175300,
      "employmentChange": 8300,
      "employmentChangePct": 4.9,
      "projectedOpenings": 16000,
      "aiExposure": 0.092,
      "automationRisk": "Medium",
      "automationProbability": 0.092,
      "brightOutlook": false,
      "medianAnnualWage": 83480,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/entertainment-and-sports/producers-and-directors.htm"
    },
    {
      "socCode": "27-2021",
      "title": "Athletes and Sports Competitors",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
      "employment2024": 19100,
      "employment2034": 20100,
      "employmentChange": 1000,
      "employmentChangePct": 5.5,
      "projectedOpenings": 2100,
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      "automationProbability": 0,
      "brightOutlook": false,
      "medianAnnualWage": 62360,
      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/entertainment-and-sports/athletes-and-sports-competitors.htm"
    },
    {
      "socCode": "27-2022",
      "title": "Coaches and Scouts",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
      "employment2024": 306500,
      "employment2034": 326000,
      "employmentChange": 19500,
      "employmentChangePct": 6.4,
      "projectedOpenings": 47600,
      "aiExposure": 0,
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      "brightOutlook": true,
      "medianAnnualWage": 45920,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/entertainment-and-sports/coaches-and-scouts.htm"
    },
    {
      "socCode": "27-2023",
      "title": "Umpires, Referees, and Other Sports Officials",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
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      "employment2034": 20400,
      "employmentChange": 1100,
      "employmentChangePct": 5.7,
      "projectedOpenings": 3400,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/entertainment-and-sports/umpires-referees-and-other-sports-officials.htm"
    },
    {
      "socCode": "27-2031",
      "title": "Dancers",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
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      "employment2034": 12900,
      "employmentChange": 600,
      "employmentChangePct": 4.5,
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      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/entertainment-and-sports/dancers-and-choreographers.htm"
    },
    {
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      "sector": "Arts, Design, Entertainment, Sports, and Media",
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      "employmentChange": 300,
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      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/entertainment-and-sports/dancers-and-choreographers.htm"
    },
    {
      "socCode": "27-2041",
      "title": "Music Directors and Composers",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
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      "employment2034": 47200,
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      "sourceUrl": "https://www.bls.gov/ooh/entertainment-and-sports/music-directors-and-composers.htm"
    },
    {
      "socCode": "27-2042",
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      "sector": "Arts, Design, Entertainment, Sports, and Media",
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      "employment2034": 171600,
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      "employmentChangePct": 1.1,
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      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/entertainment-and-sports/musicians-and-singers.htm"
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    {
      "socCode": "27-3011",
      "title": "Broadcast Announcers and Radio Disc Jockeys",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
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      "entryLevelEducation": "Bachelor's degree",
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      "sourceUrl": "https://www.bls.gov/ooh/media-and-communication/announcers.htm"
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    {
      "socCode": "27-3023",
      "title": "News Analysts, Reporters, and Journalists",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
      "employment2024": 49300,
      "employment2034": 47400,
      "employmentChange": -1900,
      "employmentChangePct": -3.9,
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      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/media-and-communication/reporters-correspondents-and-broadcast-news-analysts.htm"
    },
    {
      "socCode": "27-3031",
      "title": "Public Relations Specialists",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
      "employment2024": 315900,
      "employment2034": 330900,
      "employmentChange": 15000,
      "employmentChangePct": 4.8,
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      "entryLevelEducation": "Bachelor's degree",
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      "sourceUrl": "https://www.bls.gov/ooh/media-and-communication/public-relations-specialists.htm"
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    {
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      "title": "Editors",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
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      "employment2034": 116500,
      "employmentChange": 700,
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      "projectedOpenings": 12400,
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      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/media-and-communication/editors.htm"
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    {
      "socCode": "27-3042",
      "title": "Technical Writers",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
      "employment2024": 56400,
      "employment2034": 56900,
      "employmentChange": 500,
      "employmentChangePct": 0.9,
      "projectedOpenings": 6100,
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      "automationProbability": 0.4747,
      "brightOutlook": true,
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      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/media-and-communication/technical-writers.htm"
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    {
      "socCode": "27-3043",
      "title": "Writers and Authors",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
      "employment2024": 135400,
      "employment2034": 140300,
      "employmentChange": 4900,
      "employmentChangePct": 3.6,
      "projectedOpenings": 12800,
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      "automationRisk": "High",
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      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/media-and-communication/writers-and-authors.htm"
    },
    {
      "socCode": "27-3091",
      "title": "Interpreters and Translators",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
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      "employment2034": 76600,
      "employmentChange": 1300,
      "employmentChangePct": 1.7,
      "projectedOpenings": 9800,
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      "automationProbability": 0.4304,
      "brightOutlook": true,
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      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/media-and-communication/interpreters-and-translators.htm"
    },
    {
      "socCode": "27-3092",
      "title": "Court Reporters and Simultaneous Captioners",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
      "employment2024": 17700,
      "employment2034": 17700,
      "employmentChange": 0,
      "employmentChangePct": -0.3,
      "projectedOpenings": null,
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      "automationProbability": 0.3431,
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      "entryLevelEducation": "Postsecondary nondegree award",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/legal/court-reporters.htm"
    },
    {
      "socCode": "27-4011",
      "title": "Audio and Video Technicians",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
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      "employment2034": 95400,
      "employmentChange": 3100,
      "employmentChangePct": 3.3,
      "projectedOpenings": 11600,
      "aiExposure": 0.0173,
      "automationRisk": "Medium",
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      "brightOutlook": true,
      "medianAnnualWage": 54830,
      "entryLevelEducation": "Postsecondary nondegree award",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/media-and-communication/broadcast-and-sound-engineering-technicians.htm"
    },
    {
      "socCode": "27-4012",
      "title": "Broadcast Technicians",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
      "employment2024": 24800,
      "employment2034": 24100,
      "employmentChange": -700,
      "employmentChangePct": -2.8,
      "projectedOpenings": 3800,
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      "automationRisk": "Medium",
      "automationProbability": 0.0197,
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      "entryLevelEducation": "Associate's degree",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/media-and-communication/broadcast-and-sound-engineering-technicians.htm"
    },
    {
      "socCode": "27-4014",
      "title": "Sound Engineering Technicians",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
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      "employmentChangePct": -1.7,
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      "automationRisk": "Low",
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      "entryLevelEducation": "Postsecondary nondegree award",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/media-and-communication/broadcast-and-sound-engineering-technicians.htm"
    },
    {
      "socCode": "27-4021",
      "title": "Photographers",
      "sector": "Arts, Design, Entertainment, Sports, and Media",
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      "employment2034": 154000,
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      "employmentChangePct": 1.8,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/media-and-communication/photographers.htm"
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/media-and-communication/film-and-video-editors-and-camera-operators.htm"
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      "sector": "Healthcare Practitioners and Technical",
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/chiropractors.htm"
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    {
      "socCode": "29-1021",
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      "sector": "Healthcare Practitioners and Technical",
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      "employment2034": 135200,
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/dentists.htm"
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    {
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      "sector": "Healthcare Practitioners and Technical",
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/dentists.htm"
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/dentists.htm"
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/dentists.htm"
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/dietitians-and-nutritionists.htm"
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    {
      "socCode": "29-1041",
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      "sector": "Healthcare Practitioners and Technical",
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/optometrists.htm"
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      "socCode": "29-1051",
      "title": "Pharmacists",
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/pharmacists.htm"
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    {
      "socCode": "29-1071",
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    {
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      "sector": "Healthcare Practitioners and Technical",
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      "employment2034": 296500,
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    {
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      "employment2034": 19600,
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/radiation-therapists.htm"
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    {
      "socCode": "29-1125",
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/recreational-therapists.htm"
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    {
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      "sector": "Healthcare Practitioners and Technical",
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    {
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    {
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    {
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/physicians-and-surgeons.htm"
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/physicians-and-surgeons.htm"
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/physicians-and-surgeons.htm"
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/physicians-and-surgeons.htm"
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/physicians-and-surgeons.htm"
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/physicians-and-surgeons.htm"
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/physicians-and-surgeons.htm"
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/physicians-and-surgeons.htm"
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    {
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/physicians-and-surgeons.htm"
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/physicians-and-surgeons.htm"
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/dental-hygienists.htm"
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/cardiovascular-technologists-and-technicians.htm"
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    {
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/nuclear-medicine-technologists.htm"
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    {
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      "sector": "Healthcare Practitioners and Technical",
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      "employment2034": 237800,
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/radiologic-technologists.htm"
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/emts-and-paramedics.htm"
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    {
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      "sector": "Healthcare Practitioners and Technical",
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      "employment2034": 107000,
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/emts-and-paramedics.htm"
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    {
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    {
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      "sector": "Healthcare Practitioners and Technical",
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/psychiatric-technicians-and-aides.htm"
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/surgical-technologists.htm"
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/veterinary-technologists-and-technicians.htm"
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    {
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    {
      "socCode": "29-2061",
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      "sector": "Healthcare Practitioners and Technical",
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      "employment2034": 668500,
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/licensed-practical-and-licensed-vocational-nurses.htm"
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    {
      "socCode": "29-2072",
      "title": "Medical Records Specialists",
      "sector": "Healthcare Practitioners and Technical",
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/medical-records-and-health-information-technicians.htm"
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    {
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    {
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    {
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    {
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      "socCode": "29-9021",
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/nursing-assistants.htm"
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    {
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/healthcare/nursing-assistants.htm"
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    {
      "socCode": "31-1133",
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/healthcare/psychiatric-technicians-and-aides.htm"
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    {
      "socCode": "31-2011",
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      "sector": "Healthcare Support",
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      "employment2034": 58700,
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/occupational-therapy-assistants-and-aides.htm"
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/occupational-therapy-assistants-and-aides.htm"
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/physical-therapist-assistants-and-aides.htm"
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    {
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    },
    {
      "socCode": "31-9011",
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      "sector": "Healthcare Support",
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      "employment2034": 193900,
      "employmentChange": 25900,
      "employmentChangePct": 15.4,
      "projectedOpenings": 24200,
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/massage-therapists.htm"
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      "socCode": "31-9091",
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      "sector": "Healthcare Support",
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      "employment2034": 406300,
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      "employmentChangePct": 6.4,
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/dental-assistants.htm"
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    {
      "socCode": "31-9092",
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      "sector": "Healthcare Support",
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      "employment2034": 912200,
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/medical-assistants.htm"
    },
    {
      "socCode": "31-9093",
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      "employment2034": 84100,
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    {
      "socCode": "31-9094",
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      "sector": "Healthcare Support",
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      "employment2034": 41700,
      "employmentChange": -2200,
      "employmentChangePct": -4.9,
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/medical-transcriptionists.htm"
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    {
      "socCode": "31-9095",
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      "sector": "Healthcare Support",
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      "employment2034": 41000,
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      "employmentChangePct": -0.1,
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      "onTheJobTraining": "Short-term on-the-job training",
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      "socCode": "31-9096",
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      "sector": "Healthcare Support",
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      "employment2034": 128100,
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      "employmentChangePct": 8.7,
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      "onTheJobTraining": "Short-term on-the-job training",
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    },
    {
      "socCode": "31-9097",
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      "sector": "Healthcare Support",
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      "employmentChangePct": 5.6,
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      "sourceUrl": "https://www.bls.gov/ooh/healthcare/phlebotomists.htm"
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    {
      "socCode": "31-9099",
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    {
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      "sector": "Protective Service",
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      "employment2034": 165400,
      "employmentChange": 4600,
      "employmentChangePct": 2.9,
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      "onTheJobTraining": "Moderate-term on-the-job training",
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    {
      "socCode": "33-1021",
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      "sector": "Protective Service",
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      "employment2034": 100600,
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      "employmentChangePct": 3.4,
      "projectedOpenings": 4800,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": null
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    {
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      "sector": "Protective Service",
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      "employment2034": 356700,
      "employmentChange": 11800,
      "employmentChangePct": 3.4,
      "projectedOpenings": 25000,
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      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/protective-service/firefighters.htm"
    },
    {
      "socCode": "33-2021",
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      "sector": "Protective Service",
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      "employment2034": 15300,
      "employmentChange": 600,
      "employmentChangePct": 3.8,
      "projectedOpenings": 1300,
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      "entryLevelEducation": "Postsecondary nondegree award",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/protective-service/fire-inspectors-and-investigators.htm"
    },
    {
      "socCode": "33-2022",
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      "sector": "Protective Service",
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      "employment2034": 3300,
      "employmentChange": 400,
      "employmentChangePct": 14.6,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/protective-service/fire-inspectors-and-investigators.htm"
    },
    {
      "socCode": "33-3011",
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      "sector": "Protective Service",
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      "employment2034": 18600,
      "employmentChange": -400,
      "employmentChangePct": -2.2,
      "projectedOpenings": 1700,
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      "entryLevelEducation": "High school diploma or equivalent",
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      "sourceUrl": "https://www.bls.gov/ooh/protective-service/correctional-officers.htm"
    },
    {
      "socCode": "33-3012",
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      "sector": "Protective Service",
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      "employment2034": 357400,
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      "employmentChangePct": -7.8,
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      "sourceUrl": "https://www.bls.gov/ooh/protective-service/correctional-officers.htm"
    },
    {
      "socCode": "33-3021",
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      "sector": "Protective Service",
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      "employment2034": 117100,
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      "employmentChangePct": -0.7,
      "projectedOpenings": 7500,
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      "sourceUrl": "https://www.bls.gov/ooh/protective-service/police-and-detectives.htm"
    },
    {
      "socCode": "33-3031",
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      "sector": "Protective Service",
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      "employmentChangePct": -6,
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      "sourceUrl": "https://www.bls.gov/ooh/protective-service/police-and-detectives.htm"
    },
    {
      "socCode": "33-3041",
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      "sector": "Protective Service",
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      "employmentChange": -100,
      "employmentChangePct": -1.5,
      "projectedOpenings": 200,
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      "onTheJobTraining": "Short-term on-the-job training",
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      "sector": "Protective Service",
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      "employment2034": 720800,
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      "projectedOpenings": 52900,
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      "sourceUrl": "https://www.bls.gov/ooh/protective-service/police-and-detectives.htm"
    },
    {
      "socCode": "33-3052",
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      "sourceUrl": "https://www.bls.gov/ooh/protective-service/police-and-detectives.htm"
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    {
      "socCode": "33-9011",
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      "employment2034": 12700,
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/protective-service/private-detectives-and-investigators.htm"
    },
    {
      "socCode": "33-9031",
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      "employment2034": 10300,
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    {
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      "sector": "Protective Service",
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      "employment2034": 1267200,
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      "sourceUrl": "https://www.bls.gov/ooh/protective-service/security-guards.htm"
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    {
      "socCode": "33-9091",
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      "onTheJobTraining": "Short-term on-the-job training",
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    {
      "socCode": "33-9092",
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      "onTheJobTraining": "Short-term on-the-job training",
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    {
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      "onTheJobTraining": "Short-term on-the-job training",
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    {
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      "onTheJobTraining": "Short-term on-the-job training",
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      "sourceUrl": "https://www.bls.gov/ooh/food-preparation-and-serving/chefs-and-head-cooks.htm"
    },
    {
      "socCode": "35-1012",
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      "sector": "Food Preparation and Serving Related",
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      "employment2034": 1288000,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": null,
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      "employmentChangePct": -13.5,
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      "sourceUrl": "https://www.bls.gov/ooh/food-preparation-and-serving/cooks.htm"
    },
    {
      "socCode": "35-2012",
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      "sector": "Food Preparation and Serving Related",
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      "employment2034": 475400,
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      "employmentChangePct": 2,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/food-preparation-and-serving/cooks.htm"
    },
    {
      "socCode": "35-2013",
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      "sector": "Food Preparation and Serving Related",
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      "employment2034": 35900,
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      "sourceUrl": "https://www.bls.gov/ooh/food-preparation-and-serving/cooks.htm"
    },
    {
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      "employment2034": 1677200,
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      "sourceUrl": "https://www.bls.gov/ooh/food-preparation-and-serving/cooks.htm"
    },
    {
      "socCode": "35-2015",
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      "sourceUrl": "https://www.bls.gov/ooh/food-preparation-and-serving/cooks.htm"
    },
    {
      "socCode": "35-2021",
      "title": "Food Preparation Workers",
      "sector": "Food Preparation and Serving Related",
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      "employment2034": 871800,
      "employmentChange": -30900,
      "employmentChangePct": -3.4,
      "projectedOpenings": 158500,
      "aiExposure": 0,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/food-preparation-and-serving/food-preparation-workers.htm"
    },
    {
      "socCode": "35-3011",
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      "sector": "Food Preparation and Serving Related",
      "employment2024": 756700,
      "employment2034": 801500,
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      "employmentChangePct": 5.9,
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      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/food-preparation-and-serving/bartenders.htm"
    },
    {
      "socCode": "35-3023",
      "title": "Fast Food and Counter Workers",
      "sector": "Food Preparation and Serving Related",
      "employment2024": 3796000,
      "employment2034": 4029200,
      "employmentChange": 233200,
      "employmentChangePct": 6.1,
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      "sourceUrl": "https://www.bls.gov/ooh/food-preparation-and-serving/food-and-beverage-serving-and-related-workers.htm"
    },
    {
      "socCode": "35-3031",
      "title": "Waiters and Waitresses",
      "sector": "Food Preparation and Serving Related",
      "employment2024": 2329700,
      "employment2034": 2313400,
      "employmentChange": -16300,
      "employmentChangePct": -0.7,
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      "medianAnnualWage": 33760,
      "entryLevelEducation": "No formal educational credential",
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      "sourceUrl": "https://www.bls.gov/ooh/food-preparation-and-serving/waiters-and-waitresses.htm"
    },
    {
      "socCode": "35-3041",
      "title": "Food Servers, Nonrestaurant",
      "sector": "Food Preparation and Serving Related",
      "employment2024": 277200,
      "employment2034": 285400,
      "employmentChange": 8200,
      "employmentChangePct": 3,
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      "entryLevelEducation": "No formal educational credential",
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      "sourceUrl": "https://www.bls.gov/ooh/food-preparation-and-serving/food-and-beverage-serving-and-related-workers.htm"
    },
    {
      "socCode": "35-9011",
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      "sector": "Food Preparation and Serving Related",
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      "employment2034": 560500,
      "employmentChange": 33100,
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      "projectedOpenings": 88000,
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      "entryLevelEducation": "No formal educational credential",
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    },
    {
      "socCode": "35-9021",
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      "sector": "Food Preparation and Serving Related",
      "employment2024": 477700,
      "employment2034": 478600,
      "employmentChange": 900,
      "employmentChangePct": 0.2,
      "projectedOpenings": 85000,
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      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "35-9031",
      "title": "Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop",
      "sector": "Food Preparation and Serving Related",
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      "employment2034": 423500,
      "employmentChange": -6400,
      "employmentChangePct": -1.5,
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      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/food-preparation-and-serving/food-and-beverage-serving-and-related-workers.htm"
    },
    {
      "socCode": "37-1011",
      "title": "First-Line Supervisors of Housekeeping and Janitorial Workers",
      "sector": "Building and Grounds Cleaning and Maintenance",
      "employment2024": 269800,
      "employment2034": 276500,
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      "employmentChangePct": 2.5,
      "projectedOpenings": 30400,
      "aiExposure": 0.0436,
      "automationRisk": "Medium",
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      "medianAnnualWage": 47520,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": null,
      "sourceUrl": null
    },
    {
      "socCode": "37-1012",
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      "sector": "Building and Grounds Cleaning and Maintenance",
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      "employment2034": 229900,
      "employmentChange": 5200,
      "employmentChangePct": 2.3,
      "projectedOpenings": 24300,
      "aiExposure": 0.1083,
      "automationRisk": "Medium",
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      "brightOutlook": true,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": null,
      "sourceUrl": null
    },
    {
      "socCode": "37-2011",
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      "employment2034": 2495500,
      "employmentChange": 47800,
      "employmentChangePct": 2,
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      "automationRisk": "Low",
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      "medianAnnualWage": 35930,
      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/building-and-grounds-cleaning/janitors-and-building-cleaners.htm"
    },
    {
      "socCode": "37-2012",
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      "sector": "Building and Grounds Cleaning and Maintenance",
      "employment2024": 1356800,
      "employment2034": 1362800,
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      "employmentChangePct": 0.4,
      "projectedOpenings": 197000,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
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      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
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    {
      "socCode": "37-2021",
      "title": "Pest Control Workers",
      "sector": "Building and Grounds Cleaning and Maintenance",
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      "employment2034": 107500,
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      "employmentChangePct": 4.9,
      "projectedOpenings": 12600,
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      "automationProbability": 0.046,
      "brightOutlook": true,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/building-and-grounds-cleaning/pest-control-workers.htm"
    },
    {
      "socCode": "37-3011",
      "title": "Landscaping and Groundskeeping Workers",
      "sector": "Building and Grounds Cleaning and Maintenance",
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      "employment2034": 1234900,
      "employmentChange": 42400,
      "employmentChangePct": 3.6,
      "projectedOpenings": 173600,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": true,
      "medianAnnualWage": 38090,
      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/building-and-grounds-cleaning/grounds-maintenance-workers.htm"
    },
    {
      "socCode": "37-3012",
      "title": "Pesticide Handlers, Sprayers, and Applicators, Vegetation",
      "sector": "Building and Grounds Cleaning and Maintenance",
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      "employment2034": 30700,
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      "employmentChangePct": 3.8,
      "projectedOpenings": 5000,
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      "automationRisk": "Low",
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/building-and-grounds-cleaning/grounds-maintenance-workers.htm"
    },
    {
      "socCode": "37-3013",
      "title": "Tree Trimmers and Pruners",
      "sector": "Building and Grounds Cleaning and Maintenance",
      "employment2024": 60100,
      "employment2034": 62100,
      "employmentChange": 2000,
      "employmentChangePct": 3.3,
      "projectedOpenings": 8100,
      "aiExposure": 0,
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      "automationProbability": 0,
      "brightOutlook": true,
      "medianAnnualWage": 50430,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/building-and-grounds-cleaning/grounds-maintenance-workers.htm"
    },
    {
      "socCode": "39-1013",
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      "sector": "Personal Care and Service",
      "employment2024": 32500,
      "employment2034": 33100,
      "employmentChange": 600,
      "employmentChangePct": 2,
      "projectedOpenings": null,
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      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/personal-care-and-service/gaming-services-occupations.htm"
    },
    {
      "socCode": "39-1014",
      "title": "First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services",
      "sector": "Personal Care and Service",
      "employment2024": 123300,
      "employment2034": 131100,
      "employmentChange": 7800,
      "employmentChangePct": 6.3,
      "projectedOpenings": null,
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      "automationRisk": "Medium",
      "automationProbability": 0.0443,
      "brightOutlook": false,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": null,
      "sourceUrl": null
    },
    {
      "socCode": "39-1022",
      "title": "First-Line Supervisors of Personal Service Workers",
      "sector": "Personal Care and Service",
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      "employment2034": 159100,
      "employmentChange": 10000,
      "employmentChangePct": 6.7,
      "projectedOpenings": null,
      "aiExposure": 0.0407,
      "automationRisk": "Medium",
      "automationProbability": 0.0407,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": null,
      "sourceUrl": null
    },
    {
      "socCode": "39-2011",
      "title": "Animal Trainers",
      "sector": "Personal Care and Service",
      "employment2024": 47300,
      "employment2034": 49700,
      "employmentChange": 2400,
      "employmentChangePct": 5.1,
      "projectedOpenings": 7600,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/personal-care-and-service/animal-care-and-service-workers.htm"
    },
    {
      "socCode": "39-2021",
      "title": "Animal Caretakers",
      "sector": "Personal Care and Service",
      "employment2024": 392100,
      "employment2034": 439700,
      "employmentChange": 47600,
      "employmentChangePct": 12.1,
      "projectedOpenings": 54500,
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      "medianAnnualWage": 33470,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/personal-care-and-service/animal-care-and-service-workers.htm"
    },
    {
      "socCode": "39-3011",
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      "sector": "Personal Care and Service",
      "employment2024": 88700,
      "employment2034": 88100,
      "employmentChange": -600,
      "employmentChangePct": -0.6,
      "projectedOpenings": 15500,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/personal-care-and-service/gaming-services-occupations.htm"
    },
    {
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      "employment2034": 7700,
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      "employmentChangePct": -6.1,
      "projectedOpenings": 1800,
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      "onTheJobTraining": "Short-term on-the-job training",
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    },
    {
      "socCode": "39-3021",
      "title": "Motion Picture Projectionists",
      "sector": "Personal Care and Service",
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      "employment2034": 1900,
      "employmentChange": -100,
      "employmentChangePct": -3.7,
      "projectedOpenings": 800,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
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    {
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      "employment2034": 123100,
      "employmentChange": 1400,
      "employmentChangePct": 1.2,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
    },
    {
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      "employment2034": 405500,
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      "employmentChangePct": 3.4,
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      "onTheJobTraining": "Short-term on-the-job training",
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    {
      "socCode": "39-3092",
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
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    {
      "socCode": "39-3093",
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      "employment2034": 16600,
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      "onTheJobTraining": "Short-term on-the-job training",
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    {
      "socCode": "39-4011",
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      "employment2034": 3600,
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      "onTheJobTraining": "Long-term on-the-job training",
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    {
      "socCode": "39-4021",
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      "employmentChangePct": 3.1,
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      "onTheJobTraining": "Short-term on-the-job training",
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    {
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      "employment2034": 28300,
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      "sourceUrl": "https://www.bls.gov/ooh/personal-care-and-service/funeral-service-occupations.htm"
    },
    {
      "socCode": "39-5011",
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      "employment2034": 79100,
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      "entryLevelEducation": "Postsecondary nondegree award",
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      "sourceUrl": "https://www.bls.gov/ooh/personal-care-and-service/barbers-hairstylists-and-cosmetologists.htm"
    },
    {
      "socCode": "39-5012",
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      "sector": "Personal Care and Service",
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      "employment2034": 607400,
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      "sourceUrl": "https://www.bls.gov/ooh/personal-care-and-service/barbers-hairstylists-and-cosmetologists.htm"
    },
    {
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      "entryLevelEducation": "Postsecondary nondegree award",
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      "sourceUrl": null
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    {
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      "employment2034": 224800,
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      "sourceUrl": "https://www.bls.gov/ooh/personal-care-and-service/manicurists-and-pedicurists.htm"
    },
    {
      "socCode": "39-5093",
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      "employment2034": 19500,
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      "onTheJobTraining": "Short-term on-the-job training",
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    },
    {
      "socCode": "39-5094",
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      "sector": "Personal Care and Service",
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      "employment2034": 104000,
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      "employmentChangePct": 6.7,
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      "automationProbability": 0,
      "brightOutlook": true,
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      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/personal-care-and-service/skincare-specialists.htm"
    },
    {
      "socCode": "39-6011",
      "title": "Baggage Porters and Bellhops",
      "sector": "Personal Care and Service",
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      "employment2034": 32000,
      "employmentChange": -500,
      "employmentChangePct": -1.6,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "39-6012",
      "title": "Concierges",
      "sector": "Personal Care and Service",
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      "employment2034": 46700,
      "employmentChange": 1100,
      "employmentChangePct": 2.3,
      "projectedOpenings": 5800,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/personal-care-and-service/concierges.htm"
    },
    {
      "socCode": "39-9011",
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      "sector": "Personal Care and Service",
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      "employment2034": 962400,
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      "employmentChangePct": -2.9,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/personal-care-and-service/childcare-workers.htm"
    },
    {
      "socCode": "39-9031",
      "title": "Exercise Trainers and Group Fitness Instructors",
      "sector": "Personal Care and Service",
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      "employment2034": 414200,
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      "employmentChangePct": 11.9,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/personal-care-and-service/fitness-trainers-and-instructors.htm"
    },
    {
      "socCode": "39-9032",
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      "sector": "Personal Care and Service",
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      "employment2034": 341100,
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      "employmentChangePct": 4.1,
      "projectedOpenings": 74000,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/personal-care-and-service/recreation-workers.htm"
    },
    {
      "socCode": "39-9041",
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      "sector": "Personal Care and Service",
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      "employmentChangePct": 3.8,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
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    {
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      "sector": "Sales and Related",
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      "employment2034": 1360300,
      "employmentChange": -72300,
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      "entryLevelEducation": "High school diploma or equivalent",
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      "sourceUrl": null
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    {
      "socCode": "41-1012",
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      "sector": "Sales and Related",
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      "employment2034": 320000,
      "employmentChange": 0,
      "employmentChangePct": 0,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": null,
      "sourceUrl": null
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    {
      "socCode": "41-2011",
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      "sector": "Sales and Related",
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      "employment2034": 2843600,
      "employmentChange": -313600,
      "employmentChangePct": -9.9,
      "projectedOpenings": 661300,
      "aiExposure": 0.0846,
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      "brightOutlook": true,
      "medianAnnualWage": 31190,
      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/sales/cashiers.htm"
    },
    {
      "socCode": "41-2012",
      "title": "Gambling Change Persons and Booth Cashiers",
      "sector": "Sales and Related",
      "employment2024": 22600,
      "employment2034": 21100,
      "employmentChange": -1500,
      "employmentChangePct": -6.4,
      "projectedOpenings": 4300,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "41-2021",
      "title": "Counter and Rental Clerks",
      "sector": "Sales and Related",
      "employment2024": 408200,
      "employment2034": 421300,
      "employmentChange": 13100,
      "employmentChangePct": 3.2,
      "projectedOpenings": 58700,
      "aiExposure": 0.2048,
      "automationRisk": "High",
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      "brightOutlook": false,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "41-2022",
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      "sector": "Sales and Related",
      "employment2024": 272100,
      "employment2034": 280600,
      "employmentChange": 8500,
      "employmentChangePct": 3.1,
      "projectedOpenings": 30500,
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      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/sales/retail-sales-workers.htm"
    },
    {
      "socCode": "41-2031",
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      "sector": "Sales and Related",
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      "employment2034": 3917100,
      "employmentChange": -19600,
      "employmentChangePct": -0.5,
      "projectedOpenings": 641300,
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      "brightOutlook": true,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/sales/retail-sales-workers.htm"
    },
    {
      "socCode": "41-3011",
      "title": "Advertising Sales Agents",
      "sector": "Sales and Related",
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      "employment2034": 97100,
      "employmentChange": -6600,
      "employmentChangePct": -6.4,
      "projectedOpenings": 19500,
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      "automationRisk": "High",
      "automationProbability": 0.1482,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/sales/advertising-sales-agents.htm"
    },
    {
      "socCode": "41-3021",
      "title": "Insurance Sales Agents",
      "sector": "Sales and Related",
      "employment2024": 568800,
      "employment2034": 589900,
      "employmentChange": 21100,
      "employmentChangePct": 3.7,
      "projectedOpenings": 53400,
      "aiExposure": 0.3188,
      "automationRisk": "Very High",
      "automationProbability": 0.3188,
      "brightOutlook": true,
      "medianAnnualWage": 60370,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/sales/insurance-sales-agents.htm"
    },
    {
      "socCode": "41-3031",
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      "sector": "Sales and Related",
      "employment2024": 514500,
      "employment2034": 531600,
      "employmentChange": 17100,
      "employmentChangePct": 3.3,
      "projectedOpenings": 44600,
      "aiExposure": 0.4413,
      "automationRisk": "Very High",
      "automationProbability": 0.4413,
      "brightOutlook": false,
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      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/sales/securities-commodities-and-financial-services-sales-agents.htm"
    },
    {
      "socCode": "41-3041",
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      "sector": "Sales and Related",
      "employment2024": 65700,
      "employment2034": 67100,
      "employmentChange": 1400,
      "employmentChangePct": 2.2,
      "projectedOpenings": 9700,
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      "automationRisk": "Very High",
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/sales/travel-agents.htm"
    },
    {
      "socCode": "41-4011",
      "title": "Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products",
      "sector": "Sales and Related",
      "employment2024": 303200,
      "employment2034": 308900,
      "employmentChange": 5700,
      "employmentChangePct": 1.9,
      "projectedOpenings": 36000,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/sales/wholesale-and-manufacturing-sales-representatives.htm"
    },
    {
      "socCode": "41-4012",
      "title": "Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products",
      "sector": "Sales and Related",
      "employment2024": 1310500,
      "employment2034": 1314900,
      "employmentChange": 4400,
      "employmentChangePct": 0.3,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/sales/wholesale-and-manufacturing-sales-representatives.htm"
    },
    {
      "socCode": "41-9011",
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      "sector": "Sales and Related",
      "employment2024": 79200,
      "employment2034": 79100,
      "employmentChange": -100,
      "employmentChangePct": -0.1,
      "projectedOpenings": 15800,
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      "onTheJobTraining": "Short-term on-the-job training",
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    {
      "socCode": "41-9012",
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      "sector": "Sales and Related",
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      "employmentChangePct": -0.5,
      "projectedOpenings": 600,
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      "sourceUrl": "https://www.bls.gov/ooh/sales/models.htm"
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    {
      "socCode": "41-9021",
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      "sector": "Sales and Related",
      "employment2024": 111300,
      "employment2034": 115000,
      "employmentChange": 3700,
      "employmentChangePct": 3.3,
      "projectedOpenings": 10100,
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      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/sales/real-estate-brokers-and-sales-agents.htm"
    },
    {
      "socCode": "41-9022",
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      "sector": "Sales and Related",
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      "employment2034": 433700,
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      "employmentChangePct": 3.1,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/sales/real-estate-brokers-and-sales-agents.htm"
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    {
      "socCode": "41-9031",
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      "sector": "Sales and Related",
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      "employment2034": 59900,
      "employmentChange": 3100,
      "employmentChangePct": 5.5,
      "projectedOpenings": 7900,
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      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/sales/sales-engineers.htm"
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    {
      "socCode": "41-9041",
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      "sector": "Sales and Related",
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      "employment2034": 52500,
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      "employmentChangePct": -22.1,
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      "onTheJobTraining": "Short-term on-the-job training",
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    {
      "socCode": "41-9091",
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      "sector": "Sales and Related",
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      "employment2034": 22800,
      "employmentChange": -2500,
      "employmentChangePct": -10,
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      "onTheJobTraining": "Short-term on-the-job training",
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    {
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      "sector": "Office and Administrative Support",
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": null,
      "sourceUrl": null
    },
    {
      "socCode": "43-2011",
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      "sector": "Office and Administrative Support",
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      "employment2034": 27000,
      "employmentChange": -9600,
      "employmentChangePct": -26.3,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "43-2021",
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      "sector": "Office and Administrative Support",
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      "employment2034": 2900,
      "employmentChange": -1100,
      "employmentChangePct": -27.5,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "43-3011",
      "title": "Bill and Account Collectors",
      "sector": "Office and Administrative Support",
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      "employment2034": 149400,
      "employmentChange": -17500,
      "employmentChangePct": -10.5,
      "projectedOpenings": 27700,
      "aiExposure": 0.2989,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/bill-and-account-collectors.htm"
    },
    {
      "socCode": "43-3021",
      "title": "Billing and Posting Clerks",
      "sector": "Office and Administrative Support",
      "employment2024": 429800,
      "employment2034": 427900,
      "employmentChange": -1900,
      "employmentChangePct": -0.4,
      "projectedOpenings": 60500,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/financial-clerks.htm"
    },
    {
      "socCode": "43-3031",
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      "sector": "Office and Administrative Support",
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      "employment2034": 1519100,
      "employmentChange": -94300,
      "employmentChangePct": -5.8,
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      "brightOutlook": true,
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      "entryLevelEducation": "Some college, no degree",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/bookkeeping-accounting-and-auditing-clerks.htm"
    },
    {
      "socCode": "43-3041",
      "title": "Gambling Cage Workers",
      "sector": "Office and Administrative Support",
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      "employment2034": 13400,
      "employmentChange": -700,
      "employmentChangePct": -5,
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      "automationRisk": "Medium",
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/financial-clerks.htm"
    },
    {
      "socCode": "43-3051",
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      "sector": "Office and Administrative Support",
      "employment2024": 161100,
      "employment2034": 134100,
      "employmentChange": -27000,
      "employmentChangePct": -16.7,
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      "aiExposure": 0.0487,
      "automationRisk": "Medium",
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/financial-clerks.htm"
    },
    {
      "socCode": "43-3061",
      "title": "Procurement Clerks",
      "sector": "Office and Administrative Support",
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      "employment2034": 56500,
      "employmentChange": -5400,
      "employmentChangePct": -8.7,
      "projectedOpenings": 6700,
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      "automationRisk": "High",
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/financial-clerks.htm"
    },
    {
      "socCode": "43-3071",
      "title": "Tellers",
      "sector": "Office and Administrative Support",
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      "employment2034": 302500,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/tellers.htm"
    },
    {
      "socCode": "43-4011",
      "title": "Brokerage Clerks",
      "sector": "Office and Administrative Support",
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      "employment2034": 36900,
      "employmentChange": -3900,
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      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/financial-clerks.htm"
    },
    {
      "socCode": "43-4021",
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      "sector": "Office and Administrative Support",
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      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/information-clerks.htm"
    },
    {
      "socCode": "43-4031",
      "title": "Court, Municipal, and License Clerks",
      "sector": "Office and Administrative Support",
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      "employment2034": 185900,
      "employmentChange": 5500,
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      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/information-clerks.htm"
    },
    {
      "socCode": "43-4041",
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      "sector": "Office and Administrative Support",
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      "employment2034": 11300,
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      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/financial-clerks.htm"
    },
    {
      "socCode": "43-4051",
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      "sector": "Office and Administrative Support",
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      "employment2034": 2660300,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/customer-service-representatives.htm"
    },
    {
      "socCode": "43-4061",
      "title": "Eligibility Interviewers, Government Programs",
      "sector": "Office and Administrative Support",
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      "employmentChangePct": 1,
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      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/information-clerks.htm"
    },
    {
      "socCode": "43-4071",
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      "sector": "Office and Administrative Support",
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      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/information-clerks.htm"
    },
    {
      "socCode": "43-4081",
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      "sector": "Office and Administrative Support",
      "employment2024": 264200,
      "employment2034": 274100,
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      "employmentChangePct": 3.7,
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      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/information-clerks.htm"
    },
    {
      "socCode": "43-4111",
      "title": "Interviewers, Except Eligibility and Loan",
      "sector": "Office and Administrative Support",
      "employment2024": 164300,
      "employment2034": 145200,
      "employmentChange": -19100,
      "employmentChangePct": -11.6,
      "projectedOpenings": 26200,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/information-clerks.htm"
    },
    {
      "socCode": "43-4121",
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      "sector": "Office and Administrative Support",
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      "employment2034": 78900,
      "employmentChange": -5600,
      "employmentChangePct": -6.7,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/education-training-and-library/library-technicians-and-assistants.htm"
    },
    {
      "socCode": "43-4131",
      "title": "Loan Interviewers and Clerks",
      "sector": "Office and Administrative Support",
      "employment2024": 177600,
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      "employmentChange": -4100,
      "employmentChangePct": -2.3,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/financial-clerks.htm"
    },
    {
      "socCode": "43-4141",
      "title": "New Accounts Clerks",
      "sector": "Office and Administrative Support",
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      "employment2034": 33700,
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      "employmentChangePct": -13.2,
      "projectedOpenings": 4400,
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      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/financial-clerks.htm"
    },
    {
      "socCode": "43-4151",
      "title": "Order Clerks",
      "sector": "Office and Administrative Support",
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      "employment2034": 74100,
      "employmentChange": -15400,
      "employmentChangePct": -17.2,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/information-clerks.htm"
    },
    {
      "socCode": "43-4161",
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      "sector": "Office and Administrative Support",
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      "employment2034": 88400,
      "employmentChange": -6800,
      "employmentChangePct": -7.1,
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      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/information-clerks.htm"
    },
    {
      "socCode": "43-4171",
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      "sector": "Office and Administrative Support",
      "employment2024": 1007200,
      "employment2034": 1007500,
      "employmentChange": 300,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/receptionists.htm"
    },
    {
      "socCode": "43-4181",
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      "sector": "Office and Administrative Support",
      "employment2024": 131900,
      "employment2034": 135600,
      "employmentChange": 3700,
      "employmentChangePct": 2.8,
      "projectedOpenings": 15800,
      "aiExposure": 0.2467,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/information-clerks.htm"
    },
    {
      "socCode": "43-5011",
      "title": "Cargo and Freight Agents",
      "sector": "Office and Administrative Support",
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      "employment2034": 109200,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
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    {
      "socCode": "43-5021",
      "title": "Couriers and Messengers",
      "sector": "Office and Administrative Support",
      "employment2024": 247200,
      "employment2034": 267600,
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      "employmentChangePct": 8.2,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "43-5031",
      "title": "Public Safety Telecommunicators",
      "sector": "Office and Administrative Support",
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      "employment2034": 108800,
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      "employmentChangePct": 3.5,
      "projectedOpenings": 10100,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/police-fire-and-ambulance-dispatchers.htm"
    },
    {
      "socCode": "43-5032",
      "title": "Dispatchers, Except Police, Fire, and Ambulance",
      "sector": "Office and Administrative Support",
      "employment2024": 218700,
      "employment2034": 216600,
      "employmentChange": -2100,
      "employmentChangePct": -0.9,
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      "aiExposure": 0.2258,
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      "onTheJobTraining": "Moderate-term on-the-job training",
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    },
    {
      "socCode": "43-5041",
      "title": "Meter Readers, Utilities",
      "sector": "Office and Administrative Support",
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      "employment2034": 17700,
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      "employmentChangePct": -12,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
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    {
      "socCode": "43-5051",
      "title": "Postal Service Clerks",
      "sector": "Office and Administrative Support",
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      "employment2034": 71600,
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      "employmentChangePct": -3.5,
      "projectedOpenings": 3700,
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      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/postal-service-workers.htm"
    },
    {
      "socCode": "43-5052",
      "title": "Postal Service Mail Carriers",
      "sector": "Office and Administrative Support",
      "employment2024": 319400,
      "employment2034": 308100,
      "employmentChange": -11300,
      "employmentChangePct": -3.5,
      "projectedOpenings": 15500,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/postal-service-workers.htm"
    },
    {
      "socCode": "43-5053",
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      "sector": "Office and Administrative Support",
      "employment2024": 106400,
      "employment2034": 97500,
      "employmentChange": -8900,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/postal-service-workers.htm"
    },
    {
      "socCode": "43-5061",
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      "sector": "Office and Administrative Support",
      "employment2024": 388800,
      "employment2034": 381700,
      "employmentChange": -7100,
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      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/material-recording-clerks.htm"
    },
    {
      "socCode": "43-5071",
      "title": "Shipping, Receiving, and Inventory Clerks",
      "sector": "Office and Administrative Support",
      "employment2024": 862200,
      "employment2034": 795900,
      "employmentChange": -66300,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/material-recording-clerks.htm"
    },
    {
      "socCode": "43-5111",
      "title": "Weighers, Measurers, Checkers, and Samplers, Recordkeeping",
      "sector": "Office and Administrative Support",
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      "employment2034": 47400,
      "employmentChange": -2400,
      "employmentChangePct": -4.8,
      "projectedOpenings": 8100,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/material-recording-clerks.htm"
    },
    {
      "socCode": "43-6011",
      "title": "Executive Secretaries and Executive Administrative Assistants",
      "sector": "Office and Administrative Support",
      "employment2024": 502800,
      "employment2034": 494900,
      "employmentChange": -7900,
      "employmentChangePct": -1.6,
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      "aiExposure": 0.2336,
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      "automationProbability": 0.2336,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/secretaries-and-administrative-assistants.htm"
    },
    {
      "socCode": "43-6012",
      "title": "Legal Secretaries and Administrative Assistants",
      "sector": "Office and Administrative Support",
      "employment2024": 156300,
      "employment2034": 147300,
      "employmentChange": -9000,
      "employmentChangePct": -5.8,
      "projectedOpenings": 14300,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/secretaries-and-administrative-assistants.htm"
    },
    {
      "socCode": "43-6013",
      "title": "Medical Secretaries and Administrative Assistants",
      "sector": "Office and Administrative Support",
      "employment2024": 850000,
      "employment2034": 885300,
      "employmentChange": 35300,
      "employmentChangePct": 4.2,
      "projectedOpenings": 82400,
      "aiExposure": 0.3623,
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      "automationProbability": 0.3623,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/secretaries-and-administrative-assistants.htm"
    },
    {
      "socCode": "43-6014",
      "title": "Secretaries and Administrative Assistants, Except Legal, Medical, and Executive",
      "sector": "Office and Administrative Support",
      "employment2024": 1944000,
      "employment2034": 1913200,
      "employmentChange": -30800,
      "employmentChangePct": -1.6,
      "projectedOpenings": 233500,
      "aiExposure": 0.4528,
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      "automationProbability": 0.4528,
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      "medianAnnualWage": 46290,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/secretaries-and-administrative-assistants.htm"
    },
    {
      "socCode": "43-9021",
      "title": "Data Entry Keyers",
      "sector": "Office and Administrative Support",
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      "employment2034": 104900,
      "employmentChange": -36700,
      "employmentChangePct": -25.9,
      "projectedOpenings": 14800,
      "aiExposure": 0.6707,
      "automationRisk": "Very High",
      "automationProbability": 0.6707,
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      "medianAnnualWage": 39850,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "43-9022",
      "title": "Word Processors and Typists",
      "sector": "Office and Administrative Support",
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      "employment2034": 25600,
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      "employmentChangePct": -36.1,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "43-9031",
      "title": "Desktop Publishers",
      "sector": "Office and Administrative Support",
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      "employment2034": 4400,
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      "projectedOpenings": 1200,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/desktop-publishers.htm"
    },
    {
      "socCode": "43-9041",
      "title": "Insurance Claims and Policy Processing Clerks",
      "sector": "Office and Administrative Support",
      "employment2024": 256700,
      "employment2034": 247200,
      "employmentChange": -9500,
      "employmentChangePct": -3.7,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/financial-clerks.htm"
    },
    {
      "socCode": "43-9051",
      "title": "Mail Clerks and Mail Machine Operators, Except Postal Service",
      "sector": "Office and Administrative Support",
      "employment2024": 67400,
      "employment2034": 63000,
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      "employmentChangePct": -6.6,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "43-9061",
      "title": "Office Clerks, General",
      "sector": "Office and Administrative Support",
      "employment2024": 2646000,
      "employment2034": 2468200,
      "employmentChange": -177800,
      "employmentChangePct": -6.7,
      "projectedOpenings": 360400,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/office-and-administrative-support/general-office-clerks.htm"
    },
    {
      "socCode": "43-9071",
      "title": "Office Machine Operators, Except Computer",
      "sector": "Office and Administrative Support",
      "employment2024": 25500,
      "employment2034": 21600,
      "employmentChange": -3900,
      "employmentChangePct": -15.2,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
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    {
      "socCode": "43-9081",
      "title": "Proofreaders and Copy Markers",
      "sector": "Office and Administrative Support",
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      "employment2034": 11900,
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      "projectedOpenings": 2100,
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      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": null,
      "sourceUrl": null
    },
    {
      "socCode": "43-9111",
      "title": "Statistical Assistants",
      "sector": "Office and Administrative Support",
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      "employment2034": 6300,
      "employmentChange": -200,
      "employmentChangePct": -2.5,
      "projectedOpenings": 1800,
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      "automationProbability": 0.5099,
      "brightOutlook": true,
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      "entryLevelEducation": "Bachelor's degree",
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      "sourceUrl": null
    },
    {
      "socCode": "45-1011",
      "title": "First-Line Supervisors of Farming, Fishing, and Forestry Workers",
      "sector": "Farming, Fishing, and Forestry",
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      "employment2034": 67000,
      "employmentChange": 1600,
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      "projectedOpenings": 8400,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": null,
      "sourceUrl": null
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    {
      "socCode": "45-2011",
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      "sector": "Farming, Fishing, and Forestry",
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      "employment2034": 14900,
      "employmentChange": 200,
      "employmentChangePct": 1.5,
      "projectedOpenings": 2700,
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      "medianAnnualWage": 50990,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "45-2021",
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      "sector": "Farming, Fishing, and Forestry",
      "employment2024": 7900,
      "employment2034": 8100,
      "employmentChange": 200,
      "employmentChangePct": 2.4,
      "projectedOpenings": 1500,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/farming-fishing-and-forestry/agricultural-workers.htm"
    },
    {
      "socCode": "45-2041",
      "title": "Graders and Sorters, Agricultural Products",
      "sector": "Farming, Fishing, and Forestry",
      "employment2024": 38900,
      "employment2034": 36800,
      "employmentChange": -2100,
      "employmentChangePct": -5.4,
      "projectedOpenings": 5800,
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      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "45-2091",
      "title": "Agricultural Equipment Operators",
      "sector": "Farming, Fishing, and Forestry",
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      "employment2034": 70200,
      "employmentChange": 5000,
      "employmentChangePct": 7.7,
      "projectedOpenings": 12100,
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      "sourceUrl": "https://www.bls.gov/ooh/farming-fishing-and-forestry/agricultural-workers.htm"
    },
    {
      "socCode": "45-2092",
      "title": "Farmworkers and Laborers, Crop, Nursery, and Greenhouse",
      "sector": "Farming, Fishing, and Forestry",
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      "employment2034": 488000,
      "employmentChange": -16800,
      "employmentChangePct": -3.3,
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      "brightOutlook": false,
      "medianAnnualWage": 35690,
      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/farming-fishing-and-forestry/agricultural-workers.htm"
    },
    {
      "socCode": "45-2093",
      "title": "Farmworkers, Farm, Ranch, and Aquacultural Animals",
      "sector": "Farming, Fishing, and Forestry",
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      "employment2034": 213500,
      "employmentChange": -11100,
      "employmentChangePct": -5,
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      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/farming-fishing-and-forestry/agricultural-workers.htm"
    },
    {
      "socCode": "45-4011",
      "title": "Forest and Conservation Workers",
      "sector": "Farming, Fishing, and Forestry",
      "employment2024": 10800,
      "employment2034": 10300,
      "employmentChange": -500,
      "employmentChangePct": -4.7,
      "projectedOpenings": 2400,
      "aiExposure": 0,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/farming-fishing-and-forestry/forest-and-conservation-workers.htm"
    },
    {
      "socCode": "45-4021",
      "title": "Fallers",
      "sector": "Farming, Fishing, and Forestry",
      "employment2024": 5600,
      "employment2034": 5200,
      "employmentChange": -400,
      "employmentChangePct": -7.3,
      "projectedOpenings": 800,
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      "automationRisk": "Low",
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/farming-fishing-and-forestry/logging-workers.htm"
    },
    {
      "socCode": "45-4022",
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      "sector": "Farming, Fishing, and Forestry",
      "employment2024": 30900,
      "employment2034": 30500,
      "employmentChange": -400,
      "employmentChangePct": -1.4,
      "projectedOpenings": 5000,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/farming-fishing-and-forestry/logging-workers.htm"
    },
    {
      "socCode": "45-4023",
      "title": "Log Graders and Scalers",
      "sector": "Farming, Fishing, and Forestry",
      "employment2024": 4600,
      "employment2034": 4600,
      "employmentChange": 0,
      "employmentChangePct": -0.7,
      "projectedOpenings": 700,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/farming-fishing-and-forestry/logging-workers.htm"
    },
    {
      "socCode": "47-1011",
      "title": "First-Line Supervisors of Construction Trades and Extraction Workers",
      "sector": "Construction and Extraction",
      "employment2024": 921600,
      "employment2034": 970600,
      "employmentChange": 49000,
      "employmentChangePct": 5.3,
      "projectedOpenings": 79400,
      "aiExposure": 0.0296,
      "automationRisk": "Medium",
      "automationProbability": 0.0296,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": null,
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    {
      "socCode": "47-2011",
      "title": "Boilermakers",
      "sector": "Construction and Extraction",
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      "employment2034": 10200,
      "employmentChange": -200,
      "employmentChangePct": -2.4,
      "projectedOpenings": 1600,
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      "brightOutlook": false,
      "medianAnnualWage": 73340,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Apprenticeship",
      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/boilermakers.htm"
    },
    {
      "socCode": "47-2021",
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      "sector": "Construction and Extraction",
      "employment2024": 74100,
      "employment2034": 76500,
      "employmentChange": 2400,
      "employmentChangePct": 3.2,
      "projectedOpenings": 10000,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Apprenticeship",
      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/brickmasons-blockmasons-and-stonemasons.htm"
    },
    {
      "socCode": "47-2022",
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      "sector": "Construction and Extraction",
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      "employment2034": 11700,
      "employmentChange": -400,
      "employmentChangePct": -3,
      "projectedOpenings": 1900,
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      "medianAnnualWage": 51990,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Apprenticeship",
      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/brickmasons-blockmasons-and-stonemasons.htm"
    },
    {
      "socCode": "47-2031",
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      "sector": "Construction and Extraction",
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      "employment2034": 1002100,
      "employmentChange": 43100,
      "employmentChangePct": 4.5,
      "projectedOpenings": 116300,
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      "entryLevelEducation": "High school diploma or equivalent",
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/carpenters.htm"
    },
    {
      "socCode": "47-2041",
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      "sector": "Construction and Extraction",
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      "employment2034": 18400,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/tile-and-marble-setters.htm"
    },
    {
      "socCode": "47-2042",
      "title": "Floor Layers, Except Carpet, Wood, and Hard Tiles",
      "sector": "Construction and Extraction",
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      "employment2034": 36900,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/tile-and-marble-setters.htm"
    },
    {
      "socCode": "47-2043",
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      "sector": "Construction and Extraction",
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      "employment2034": 5700,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/tile-and-marble-setters.htm"
    },
    {
      "socCode": "47-2044",
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      "sector": "Construction and Extraction",
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      "employment2034": 57900,
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      "employmentChangePct": 10.1,
      "projectedOpenings": 6900,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/tile-and-marble-setters.htm"
    },
    {
      "socCode": "47-2051",
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      "sector": "Construction and Extraction",
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/brickmasons-blockmasons-and-stonemasons.htm"
    },
    {
      "socCode": "47-2053",
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      "employment2034": 1300,
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    },
    {
      "socCode": "47-2061",
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      "employment2034": 1563500,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/construction-laborers-and-helpers.htm"
    },
    {
      "socCode": "47-2071",
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      "sector": "Construction and Extraction",
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      "employment2034": 48500,
      "employmentChange": 1500,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/construction-equipment-operators.htm"
    },
    {
      "socCode": "47-2072",
      "title": "Pile Driver Operators",
      "sector": "Construction and Extraction",
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      "employment2034": 3300,
      "employmentChange": 100,
      "employmentChangePct": 4.3,
      "projectedOpenings": 500,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/construction-equipment-operators.htm"
    },
    {
      "socCode": "47-2073",
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      "sector": "Construction and Extraction",
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      "employment2034": 507100,
      "employmentChange": 17800,
      "employmentChangePct": 3.6,
      "projectedOpenings": 52500,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/construction-equipment-operators.htm"
    },
    {
      "socCode": "47-2081",
      "title": "Drywall and Ceiling Tile Installers",
      "sector": "Construction and Extraction",
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      "employment2034": 107400,
      "employmentChange": 4300,
      "employmentChangePct": 4.2,
      "projectedOpenings": 12600,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/drywall-and-ceiling-tile-installers-and-tapers.htm"
    },
    {
      "socCode": "47-2082",
      "title": "Tapers",
      "sector": "Construction and Extraction",
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      "employment2034": 15600,
      "employmentChange": 0,
      "employmentChangePct": 0.1,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/drywall-and-ceiling-tile-installers-and-tapers.htm"
    },
    {
      "socCode": "47-2111",
      "title": "Electricians",
      "sector": "Construction and Extraction",
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      "employment2034": 896100,
      "employmentChange": 77400,
      "employmentChangePct": 9.5,
      "projectedOpenings": 94600,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Apprenticeship",
      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/electricians.htm"
    },
    {
      "socCode": "47-2121",
      "title": "Glaziers",
      "sector": "Construction and Extraction",
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      "employment2034": 62500,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/glaziers.htm"
    },
    {
      "socCode": "47-2131",
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      "employmentChangePct": 3.8,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/insulation-workers.htm"
    },
    {
      "socCode": "47-2132",
      "title": "Insulation Workers, Mechanical",
      "sector": "Construction and Extraction",
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      "employment2034": 28500,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/insulation-workers.htm"
    },
    {
      "socCode": "47-2141",
      "title": "Painters, Construction and Maintenance",
      "sector": "Construction and Extraction",
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      "employment2034": 355200,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/painters-construction-and-maintenance.htm"
    },
    {
      "socCode": "47-2142",
      "title": "Paperhangers",
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      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": null
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    {
      "socCode": "47-2151",
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      "employmentChange": -1400,
      "employmentChangePct": -4.1,
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      "employment2034": 527200,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/plumbers-pipefitters-and-steamfitters.htm"
    },
    {
      "socCode": "47-2161",
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      "sector": "Construction and Extraction",
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      "employmentChangePct": 4.1,
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      "socCode": "47-2171",
      "title": "Reinforcing Iron and Rebar Workers",
      "sector": "Construction and Extraction",
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      "employment2034": 20300,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/structural-iron-and-steel-workers.htm"
    },
    {
      "socCode": "47-2181",
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      "sector": "Construction and Extraction",
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/roofers.htm"
    },
    {
      "socCode": "47-2211",
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      "sector": "Construction and Extraction",
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      "employment2034": 130100,
      "employmentChange": 3100,
      "employmentChangePct": 2.4,
      "projectedOpenings": 17300,
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      "entryLevelEducation": "High school diploma or equivalent",
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/sheet-metal-workers.htm"
    },
    {
      "socCode": "47-2221",
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      "sector": "Construction and Extraction",
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      "employment2034": 68600,
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    },
    {
      "socCode": "47-2231",
      "title": "Solar Photovoltaic Installers",
      "sector": "Construction and Extraction",
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      "employment2034": 40600,
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      "employmentChangePct": 42.1,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/solar-photovoltaic-installers.htm"
    },
    {
      "socCode": "47-3011",
      "title": "Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters",
      "sector": "Construction and Extraction",
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      "employment2034": 14400,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/construction-laborers-and-helpers.htm"
    },
    {
      "socCode": "47-3012",
      "title": "Helpers--Carpenters",
      "sector": "Construction and Extraction",
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      "employment2034": 26300,
      "employmentChange": 1100,
      "employmentChangePct": 4.5,
      "projectedOpenings": 5300,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/construction-laborers-and-helpers.htm"
    },
    {
      "socCode": "47-3013",
      "title": "Helpers--Electricians",
      "sector": "Construction and Extraction",
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      "employment2034": 66700,
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      "employmentChangePct": 0.2,
      "projectedOpenings": 11400,
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    },
    {
      "socCode": "47-3014",
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      "employment2034": 7600,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/construction-laborers-and-helpers.htm"
    },
    {
      "socCode": "47-3015",
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      "sector": "Construction and Extraction",
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      "employment2034": 47500,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/construction-laborers-and-helpers.htm"
    },
    {
      "socCode": "47-3016",
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      "sector": "Construction and Extraction",
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      "employment2034": 5500,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/construction-laborers-and-helpers.htm"
    },
    {
      "socCode": "47-4011",
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      "sector": "Construction and Extraction",
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      "employment2034": 146400,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/construction-and-building-inspectors.htm"
    },
    {
      "socCode": "47-4021",
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      "employment2034": 25400,
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    },
    {
      "socCode": "47-4031",
      "title": "Fence Erectors",
      "sector": "Construction and Extraction",
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      "employment2034": 27600,
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    {
      "socCode": "47-4041",
      "title": "Hazardous Materials Removal Workers",
      "sector": "Construction and Extraction",
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      "employment2034": 51800,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/hazardous-materials-removal-workers.htm"
    },
    {
      "socCode": "47-4051",
      "title": "Highway Maintenance Workers",
      "sector": "Construction and Extraction",
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      "employment2034": 163900,
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      "sourceUrl": null
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    {
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      "employment2034": 15200,
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    {
      "socCode": "47-4071",
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      "employment2034": 32700,
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/oil-and-gas-workers.htm"
    },
    {
      "socCode": "47-5012",
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/oil-and-gas-workers.htm"
    },
    {
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      "sector": "Construction and Extraction",
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      "employment2034": 45400,
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      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/oil-and-gas-workers.htm"
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    {
      "socCode": "47-5022",
      "title": "Excavating and Loading Machine and Dragline Operators, Surface Mining",
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      "employment2034": 35700,
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      "sourceUrl": null
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    {
      "socCode": "47-5023",
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      "employment2034": 18800,
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      "onTheJobTraining": "Long-term on-the-job training",
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    {
      "socCode": "47-5032",
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      "employment2034": 5700,
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      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "47-5041",
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      "employment2034": 15000,
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      "projectedOpenings": 1900,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "47-5043",
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      "sector": "Construction and Extraction",
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      "employment2034": 1500,
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      "sourceUrl": null
    },
    {
      "socCode": "47-5044",
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      "sector": "Construction and Extraction",
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      "employment2034": 5000,
      "employmentChange": -1400,
      "employmentChangePct": -22.3,
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      "onTheJobTraining": "Short-term on-the-job training",
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    },
    {
      "socCode": "47-5051",
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      "employment2034": 3300,
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      "projectedOpenings": 700,
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      "onTheJobTraining": "Short-term on-the-job training",
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    },
    {
      "socCode": "47-5071",
      "title": "Roustabouts, Oil and Gas",
      "sector": "Construction and Extraction",
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      "employment2034": 47100,
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      "projectedOpenings": 9100,
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      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/construction-and-extraction/oil-and-gas-workers.htm"
    },
    {
      "socCode": "47-5081",
      "title": "Helpers--Extraction Workers",
      "sector": "Construction and Extraction",
      "employment2024": 7000,
      "employment2034": 6900,
      "employmentChange": -100,
      "employmentChangePct": -1.7,
      "projectedOpenings": 2600,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": true,
      "medianAnnualWage": 48400,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "49-1011",
      "title": "First-Line Supervisors of Mechanics, Installers, and Repairers",
      "sector": "Installation, Maintenance, and Repair",
      "employment2024": 617500,
      "employment2034": 636600,
      "employmentChange": 19100,
      "employmentChangePct": 3.1,
      "projectedOpenings": 47500,
      "aiExposure": 0.1015,
      "automationRisk": "Medium",
      "automationProbability": 0.1015,
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      "medianAnnualWage": 78300,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": null,
      "sourceUrl": null
    },
    {
      "socCode": "49-2011",
      "title": "Computer, Automated Teller, and Office Machine Repairers",
      "sector": "Installation, Maintenance, and Repair",
      "employment2024": 79100,
      "employment2034": 78400,
      "employmentChange": -700,
      "employmentChangePct": -0.9,
      "projectedOpenings": 11900,
      "aiExposure": 0.1067,
      "automationRisk": "Medium",
      "automationProbability": 0.1067,
      "brightOutlook": false,
      "medianAnnualWage": 46860,
      "entryLevelEducation": "Some college, no degree",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "49-2021",
      "title": "Radio, Cellular, and Tower Equipment Installers and Repairers",
      "sector": "Installation, Maintenance, and Repair",
      "employment2024": 11700,
      "employment2034": 12700,
      "employmentChange": 1000,
      "employmentChangePct": 8.6,
      "projectedOpenings": 1600,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
      "medianAnnualWage": 64190,
      "entryLevelEducation": "Associate's degree",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/telecommunications-equipment-installers-and-repairers-except-line-installers.htm"
    },
    {
      "socCode": "49-2022",
      "title": "Telecommunications Equipment Installers and Repairers, Except Line Installers",
      "sector": "Installation, Maintenance, and Repair",
      "employment2024": 156900,
      "employment2034": 150300,
      "employmentChange": -6600,
      "employmentChangePct": -4.2,
      "projectedOpenings": 23600,
      "aiExposure": 0.0333,
      "automationRisk": "Medium",
      "automationProbability": 0.0333,
      "brightOutlook": false,
      "medianAnnualWage": 62630,
      "entryLevelEducation": "Postsecondary nondegree award",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/telecommunications-equipment-installers-and-repairers-except-line-installers.htm"
    },
    {
      "socCode": "49-2091",
      "title": "Avionics Technicians",
      "sector": "Installation, Maintenance, and Repair",
      "employment2024": 21400,
      "employment2034": 23100,
      "employmentChange": 1700,
      "employmentChangePct": 8.2,
      "projectedOpenings": 1500,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
      "medianAnnualWage": 81390,
      "entryLevelEducation": "Postsecondary nondegree award",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/aircraft-and-avionics-equipment-mechanics-and-technicians.htm"
    },
    {
      "socCode": "49-2092",
      "title": "Electric Motor, Power Tool, and Related Repairers",
      "sector": "Installation, Maintenance, and Repair",
      "employment2024": 17100,
      "employment2034": 17700,
      "employmentChange": 600,
      "employmentChangePct": 3.4,
      "projectedOpenings": 1900,
      "aiExposure": 0,
      "automationRisk": "Low",
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      "medianAnnualWage": 53990,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/electrical-and-electronics-installers-and-repairers.htm"
    },
    {
      "socCode": "49-2093",
      "title": "Electrical and Electronics Installers and Repairers, Transportation Equipment",
      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 7400,
      "employmentChange": 400,
      "employmentChangePct": 6.1,
      "projectedOpenings": 1000,
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      "entryLevelEducation": "Postsecondary nondegree award",
      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/electrical-and-electronics-installers-and-repairers.htm"
    },
    {
      "socCode": "49-2094",
      "title": "Electrical and Electronics Repairers, Commercial and Industrial Equipment",
      "sector": "Installation, Maintenance, and Repair",
      "employment2024": 61100,
      "employment2034": 60600,
      "employmentChange": -500,
      "employmentChangePct": -0.8,
      "projectedOpenings": 5400,
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      "automationProbability": 0,
      "brightOutlook": false,
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      "entryLevelEducation": "Postsecondary nondegree award",
      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/electrical-and-electronics-installers-and-repairers.htm"
    },
    {
      "socCode": "49-2095",
      "title": "Electrical and Electronics Repairers, Powerhouse, Substation, and Relay",
      "sector": "Installation, Maintenance, and Repair",
      "employment2024": 23400,
      "employment2034": 24700,
      "employmentChange": 1300,
      "employmentChangePct": 5.5,
      "projectedOpenings": 2100,
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      "brightOutlook": false,
      "medianAnnualWage": 100940,
      "entryLevelEducation": "Postsecondary nondegree award",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/electrical-and-electronics-installers-and-repairers.htm"
    },
    {
      "socCode": "49-2096",
      "title": "Electronic Equipment Installers and Repairers, Motor Vehicles",
      "sector": "Installation, Maintenance, and Repair",
      "employment2024": 10300,
      "employment2034": 8900,
      "employmentChange": -1400,
      "employmentChangePct": -13.6,
      "projectedOpenings": 800,
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      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/electrical-and-electronics-installers-and-repairers.htm"
    },
    {
      "socCode": "49-2097",
      "title": "Audiovisual Equipment Installers and Repairers",
      "sector": "Installation, Maintenance, and Repair",
      "employment2024": 24600,
      "employment2034": 26200,
      "employmentChange": 1600,
      "employmentChangePct": 6.6,
      "projectedOpenings": 3300,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
      "medianAnnualWage": 50620,
      "entryLevelEducation": "Postsecondary nondegree award",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "49-2098",
      "title": "Security and Fire Alarm Systems Installers",
      "sector": "Installation, Maintenance, and Repair",
      "employment2024": 85900,
      "employment2034": 94800,
      "employmentChange": 8900,
      "employmentChangePct": 10.4,
      "projectedOpenings": 10500,
      "aiExposure": 0.0303,
      "automationRisk": "Medium",
      "automationProbability": 0.0303,
      "brightOutlook": true,
      "medianAnnualWage": 59300,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "49-3011",
      "title": "Aircraft Mechanics and Service Technicians",
      "sector": "Installation, Maintenance, and Repair",
      "employment2024": 139400,
      "employment2034": 145000,
      "employmentChange": 5600,
      "employmentChangePct": 4,
      "projectedOpenings": 11800,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
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      "medianAnnualWage": 78680,
      "entryLevelEducation": "Postsecondary nondegree award",
      "onTheJobTraining": null,
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/aircraft-and-avionics-equipment-mechanics-and-technicians.htm"
    },
    {
      "socCode": "49-3021",
      "title": "Automotive Body and Related Repairers",
      "sector": "Installation, Maintenance, and Repair",
      "employment2024": 172600,
      "employment2034": 175400,
      "employmentChange": 2800,
      "employmentChangePct": 1.6,
      "projectedOpenings": 16000,
      "aiExposure": 0,
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      "medianAnnualWage": 51680,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/automotive-body-and-glass-repairers.htm"
    },
    {
      "socCode": "49-3022",
      "title": "Automotive Glass Installers and Repairers",
      "sector": "Installation, Maintenance, and Repair",
      "employment2024": 20400,
      "employment2034": 21100,
      "employmentChange": 700,
      "employmentChangePct": 3.6,
      "projectedOpenings": 2100,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/automotive-body-and-glass-repairers.htm"
    },
    {
      "socCode": "49-3023",
      "title": "Automotive Service Technicians and Mechanics",
      "sector": "Installation, Maintenance, and Repair",
      "employment2024": 805600,
      "employment2034": 839200,
      "employmentChange": 33600,
      "employmentChangePct": 4.2,
      "projectedOpenings": 74000,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/automotive-service-technicians-and-mechanics.htm"
    },
    {
      "socCode": "49-3031",
      "title": "Bus and Truck Mechanics and Diesel Engine Specialists",
      "sector": "Installation, Maintenance, and Repair",
      "employment2024": 319900,
      "employment2034": 327700,
      "employmentChange": 7800,
      "employmentChangePct": 2.4,
      "projectedOpenings": 28400,
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      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/diesel-service-technicians-and-mechanics.htm"
    },
    {
      "socCode": "49-3041",
      "title": "Farm Equipment Mechanics and Service Technicians",
      "sector": "Installation, Maintenance, and Repair",
      "employment2024": 39000,
      "employment2034": 43300,
      "employmentChange": 4300,
      "employmentChangePct": 11,
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      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/heavy-vehicle-and-mobile-equipment-service-technicians.htm"
    },
    {
      "socCode": "49-3042",
      "title": "Mobile Heavy Equipment Mechanics, Except Engines",
      "sector": "Installation, Maintenance, and Repair",
      "employment2024": 188700,
      "employment2034": 199600,
      "employmentChange": 10900,
      "employmentChangePct": 5.8,
      "projectedOpenings": 15800,
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      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/heavy-vehicle-and-mobile-equipment-service-technicians.htm"
    },
    {
      "socCode": "49-3043",
      "title": "Rail Car Repairers",
      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 18400,
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      "employmentChangePct": 2.8,
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      "onTheJobTraining": "Long-term on-the-job training",
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    },
    {
      "socCode": "49-3051",
      "title": "Motorboat Mechanics and Service Technicians",
      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 27800,
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      "employmentChangePct": 6,
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    },
    {
      "socCode": "49-3052",
      "title": "Motorcycle Mechanics",
      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 15700,
      "employmentChange": 800,
      "employmentChangePct": 5.3,
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      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/small-engine-mechanics.htm"
    },
    {
      "socCode": "49-3053",
      "title": "Outdoor Power Equipment and Other Small Engine Mechanics",
      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 37800,
      "employmentChange": 900,
      "employmentChangePct": 2.5,
      "projectedOpenings": 3800,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/small-engine-mechanics.htm"
    },
    {
      "socCode": "49-3091",
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      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 12900,
      "employmentChange": -300,
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      "onTheJobTraining": "Moderate-term on-the-job training",
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    },
    {
      "socCode": "49-3092",
      "title": "Recreational Vehicle Service Technicians",
      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 21700,
      "employmentChange": 2200,
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      "onTheJobTraining": "Long-term on-the-job training",
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    },
    {
      "socCode": "49-3093",
      "title": "Tire Repairers and Changers",
      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 119900,
      "employmentChange": 6500,
      "employmentChangePct": 5.7,
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      "onTheJobTraining": "Short-term on-the-job training",
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    },
    {
      "socCode": "49-9011",
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      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 31600,
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      "onTheJobTraining": "Moderate-term on-the-job training",
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    },
    {
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      "title": "Control and Valve Installers and Repairers, Except Mechanical Door",
      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 48300,
      "employmentChange": 600,
      "employmentChangePct": 1.3,
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      "onTheJobTraining": "Moderate-term on-the-job training",
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    },
    {
      "socCode": "49-9021",
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      "employment2034": 459700,
      "employmentChange": 34500,
      "employmentChangePct": 8.1,
      "projectedOpenings": 42800,
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      "entryLevelEducation": "Postsecondary nondegree award",
      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/heating-air-conditioning-and-refrigeration-mechanics-and-installers.htm"
    },
    {
      "socCode": "49-9031",
      "title": "Home Appliance Repairers",
      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 38300,
      "employmentChange": 1000,
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      "projectedOpenings": 4300,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "49-9041",
      "title": "Industrial Machinery Mechanics",
      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 510300,
      "employmentChange": 70700,
      "employmentChangePct": 16.1,
      "projectedOpenings": 37800,
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      "automationRisk": "Medium",
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/industrial-machinery-mechanics-and-maintenance-workers-and-millwrights.htm"
    },
    {
      "socCode": "49-9043",
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      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 55900,
      "employmentChange": -1600,
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      "projectedOpenings": 8000,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/industrial-machinery-mechanics-and-maintenance-workers-and-millwrights.htm"
    },
    {
      "socCode": "49-9044",
      "title": "Millwrights",
      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 41300,
      "employmentChange": 0,
      "employmentChangePct": 0,
      "projectedOpenings": 4400,
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      "onTheJobTraining": "Apprenticeship",
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    },
    {
      "socCode": "49-9045",
      "title": "Refractory Materials Repairers, Except Brickmasons",
      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 900,
      "employmentChange": -200,
      "employmentChangePct": -16.9,
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    {
      "socCode": "49-9051",
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      "employment2034": 135800,
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      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/line-installers-and-repairers.htm"
    },
    {
      "socCode": "49-9052",
      "title": "Telecommunications Line Installers and Repairers",
      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 96800,
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      "onTheJobTraining": "Long-term on-the-job training",
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    },
    {
      "socCode": "49-9061",
      "title": "Camera and Photographic Equipment Repairers",
      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 2000,
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      "employmentChangePct": -15.1,
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    },
    {
      "socCode": "49-9062",
      "title": "Medical Equipment Repairers",
      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 76800,
      "employmentChange": 8800,
      "employmentChangePct": 12.9,
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      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/medical-equipment-repairers.htm"
    },
    {
      "socCode": "49-9063",
      "title": "Musical Instrument Repairers and Tuners",
      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 6300,
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      "employmentChangePct": 1.4,
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      "onTheJobTraining": "Apprenticeship",
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      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 1400,
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      "employmentChangePct": -1.1,
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      "onTheJobTraining": "Long-term on-the-job training",
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    {
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      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 1692100,
      "employmentChange": 62400,
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    },
    {
      "socCode": "49-9081",
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      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 20400,
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      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/installation-maintenance-and-repair/wind-turbine-technicians.htm"
    },
    {
      "socCode": "49-9091",
      "title": "Coin, Vending, and Amusement Machine Servicers and Repairers",
      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 31600,
      "employmentChange": -900,
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      "onTheJobTraining": "Short-term on-the-job training",
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    {
      "socCode": "49-9092",
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      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 4600,
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    {
      "socCode": "49-9094",
      "title": "Locksmiths and Safe Repairers",
      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 17200,
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      "sourceUrl": null
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    {
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      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 3300,
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      "employmentChangePct": 5.9,
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      "onTheJobTraining": "Short-term on-the-job training",
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    {
      "socCode": "49-9096",
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      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 25400,
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    {
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      "sector": "Installation, Maintenance, and Repair",
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      "employment2034": 8800,
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    {
      "socCode": "49-9098",
      "title": "Helpers--Installation, Maintenance, and Repair Workers",
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      "employment2034": 100900,
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      "onTheJobTraining": "Short-term on-the-job training",
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    {
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      "title": "Installation, Maintenance, and Repair Workers, All Other",
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      "employment2034": 226600,
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      "socCode": "51-1011",
      "title": "First-Line Supervisors of Production and Operating Workers",
      "sector": "Production",
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      "employment2034": 706900,
      "employmentChange": 8300,
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    {
      "socCode": "51-2011",
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      "employment2034": 28700,
      "employmentChange": -4900,
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    },
    {
      "socCode": "51-2021",
      "title": "Coil Winders, Tapers, and Finishers",
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      "employment2034": 11400,
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    {
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      "employment2034": 30300,
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    {
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    {
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    {
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    {
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      "employment2034": 263100,
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      "sourceUrl": "https://www.bls.gov/ooh/production/bakers.htm"
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      "sourceUrl": "https://www.bls.gov/ooh/production/butchers-and-meat-cutters.htm"
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    {
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    {
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    },
    {
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/production/metal-and-plastic-machine-workers.htm"
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    {
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      "employment2034": 7100,
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    {
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    {
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      "employment2034": 153600,
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/production/metal-and-plastic-machine-workers.htm"
    },
    {
      "socCode": "51-4033",
      "title": "Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic",
      "sector": "Production",
      "employment2024": 70100,
      "employment2034": 61700,
      "employmentChange": -8400,
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      "sourceUrl": "https://www.bls.gov/ooh/production/metal-and-plastic-machine-workers.htm"
    },
    {
      "socCode": "51-4034",
      "title": "Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic",
      "sector": "Production",
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      "employment2034": 16300,
      "employmentChange": -2600,
      "employmentChangePct": -13.6,
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      "sourceUrl": "https://www.bls.gov/ooh/production/metal-and-plastic-machine-workers.htm"
    },
    {
      "socCode": "51-4035",
      "title": "Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic",
      "sector": "Production",
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      "employment2034": 11800,
      "employmentChange": -2000,
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      "projectedOpenings": 1400,
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      "sourceUrl": "https://www.bls.gov/ooh/production/metal-and-plastic-machine-workers.htm"
    },
    {
      "socCode": "51-4041",
      "title": "Machinists",
      "sector": "Production",
      "employment2024": 299500,
      "employment2034": 299500,
      "employmentChange": 0,
      "employmentChangePct": 0,
      "projectedOpenings": 41600,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/production/machinists-and-tool-and-die-makers.htm"
    },
    {
      "socCode": "51-4051",
      "title": "Metal-Refining Furnace Operators and Tenders",
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      "employment2034": 20300,
      "employmentChange": -500,
      "employmentChangePct": -2.3,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/production/metal-and-plastic-machine-workers.htm"
    },
    {
      "socCode": "51-4052",
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      "employment2034": 5600,
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      "employmentChangePct": -4.7,
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      "sourceUrl": "https://www.bls.gov/ooh/production/metal-and-plastic-machine-workers.htm"
    },
    {
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      "employment2034": 2600,
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      "employmentChangePct": -18.2,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/production/metal-and-plastic-machine-workers.htm"
    },
    {
      "socCode": "51-4062",
      "title": "Patternmakers, Metal and Plastic",
      "sector": "Production",
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      "employment2034": 1200,
      "employmentChange": -400,
      "employmentChangePct": -24.4,
      "projectedOpenings": 200,
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      "sourceUrl": "https://www.bls.gov/ooh/production/metal-and-plastic-machine-workers.htm"
    },
    {
      "socCode": "51-4071",
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      "sector": "Production",
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      "employment2034": 9400,
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      "employmentChangePct": -25.9,
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      "sourceUrl": "https://www.bls.gov/ooh/production/metal-and-plastic-machine-workers.htm"
    },
    {
      "socCode": "51-4072",
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      "employment2034": 148800,
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      "sourceUrl": "https://www.bls.gov/ooh/production/metal-and-plastic-machine-workers.htm"
    },
    {
      "socCode": "51-4081",
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      "employment2034": 130300,
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      "sourceUrl": "https://www.bls.gov/ooh/production/metal-and-plastic-machine-workers.htm"
    },
    {
      "socCode": "51-4111",
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      "employment2034": 49200,
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      "projectedOpenings": 6700,
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      "sourceUrl": "https://www.bls.gov/ooh/production/machinists-and-tool-and-die-makers.htm"
    },
    {
      "socCode": "51-4121",
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      "employment2034": 467200,
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      "employmentChangePct": 2.2,
      "projectedOpenings": 48800,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/production/welders-cutters-solderers-and-brazers.htm"
    },
    {
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      "employment2034": 35400,
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      "sourceUrl": "https://www.bls.gov/ooh/production/metal-and-plastic-machine-workers.htm"
    },
    {
      "socCode": "51-4191",
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      "employment2034": 12900,
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      "sourceUrl": "https://www.bls.gov/ooh/production/metal-and-plastic-machine-workers.htm"
    },
    {
      "socCode": "51-4192",
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      "employment2034": 5400,
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    {
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      "employment2034": 27400,
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      "employmentChangePct": -13.6,
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      "sourceUrl": "https://www.bls.gov/ooh/production/metal-and-plastic-machine-workers.htm"
    },
    {
      "socCode": "51-4194",
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      "employment2034": 5300,
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      "employment2034": 138000,
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    {
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      "employment2034": 24600,
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      "employment2034": 110700,
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      "employment2034": 9100,
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      "onTheJobTraining": "Short-term on-the-job training",
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      "employment2034": 5000,
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      "employmentChangePct": -7,
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      "onTheJobTraining": "Short-term on-the-job training",
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    {
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    {
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      "onTheJobTraining": "Short-term on-the-job training",
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    {
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      "employment2034": 19800,
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    {
      "socCode": "51-6091",
      "title": "Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers",
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      "employment2034": 15000,
      "employmentChange": -200,
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    {
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      "sector": "Production",
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      "employment2034": 2500,
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      "projectedOpenings": 600,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": null
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    {
      "socCode": "51-6093",
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      "employment2034": 22300,
      "employmentChange": -400,
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      "projectedOpenings": 4000,
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      "onTheJobTraining": "Moderate-term on-the-job training",
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    {
      "socCode": "51-7011",
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      "employment2034": 84600,
      "employmentChange": -1400,
      "employmentChangePct": -1.6,
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      "sourceUrl": "https://www.bls.gov/ooh/production/woodworkers.htm"
    },
    {
      "socCode": "51-7021",
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      "employment2034": 19800,
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      "sourceUrl": "https://www.bls.gov/ooh/production/woodworkers.htm"
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      "employment2034": 900,
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/production/woodworkers.htm"
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    {
      "socCode": "51-7042",
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      "employment2034": 62000,
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      "socCode": "51-8011",
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      "employment2034": 4800,
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      "employmentChangePct": -15.3,
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      "sourceUrl": "https://www.bls.gov/ooh/production/power-plant-operators-distributors-and-dispatchers.htm"
    },
    {
      "socCode": "51-8012",
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    {
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    {
      "socCode": "51-8021",
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    {
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      "title": "Water and Wastewater Treatment Plant and System Operators",
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    {
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      "socCode": "51-9012",
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      "employment2034": 52100,
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    {
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    {
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      "employment2034": 94300,
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    {
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    {
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      "employment2034": 58400,
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    {
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      "employment2034": 33200,
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    },
    {
      "socCode": "51-9082",
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    {
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    {
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      "sourceUrl": "https://www.bls.gov/ooh/production/painting-and-coating-workers.htm"
    },
    {
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      "employment2034": 166700,
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      "sourceUrl": "https://www.bls.gov/ooh/production/painting-and-coating-workers.htm"
    },
    {
      "socCode": "51-9141",
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      "employment2034": 35400,
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      "sourceUrl": "https://www.bls.gov/ooh/production/semiconductor-processing-technicians.htm"
    },
    {
      "socCode": "51-9151",
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    {
      "socCode": "51-9161",
      "title": "Computer Numerically Controlled Tool Operators",
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      "employment2034": 158100,
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      "sourceUrl": "https://www.bls.gov/ooh/production/metal-and-plastic-machine-workers.htm"
    },
    {
      "socCode": "51-9162",
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    },
    {
      "socCode": "51-9191",
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    {
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    {
      "socCode": "51-9193",
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      "employment2034": 7600,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "51-9194",
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      "sector": "Production",
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      "employment2034": 8500,
      "employmentChange": -100,
      "employmentChangePct": -0.7,
      "projectedOpenings": 1300,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "51-9195",
      "title": "Molders, Shapers, and Casters, Except Metal and Plastic",
      "sector": "Production",
      "employment2024": 41700,
      "employment2034": 44300,
      "employmentChange": 2600,
      "employmentChangePct": 6.2,
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      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "51-9196",
      "title": "Paper Goods Machine Setters, Operators, and Tenders",
      "sector": "Production",
      "employment2024": 97500,
      "employment2034": 91400,
      "employmentChange": -6100,
      "employmentChangePct": -6.3,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "51-9197",
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      "sector": "Production",
      "employment2024": 20900,
      "employment2034": 21400,
      "employmentChange": 500,
      "employmentChangePct": 2.3,
      "projectedOpenings": 2200,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "51-9198",
      "title": "Helpers--Production Workers",
      "sector": "Production",
      "employment2024": 168500,
      "employment2034": 153500,
      "employmentChange": -15000,
      "employmentChangePct": -8.9,
      "projectedOpenings": 57700,
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      "automationProbability": 0.0393,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "53-1041",
      "title": "Aircraft Cargo Handling Supervisors",
      "sector": "Transportation and Material Moving",
      "employment2024": 10300,
      "employment2034": 10800,
      "employmentChange": 500,
      "employmentChangePct": 5.2,
      "projectedOpenings": null,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": null,
      "sourceUrl": null
    },
    {
      "socCode": "53-2011",
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      "sector": "Transportation and Material Moving",
      "employment2024": 100000,
      "employment2034": 103900,
      "employmentChange": 3900,
      "employmentChangePct": 3.9,
      "projectedOpenings": 9100,
      "aiExposure": 0,
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      "medianAnnualWage": 226600,
      "entryLevelEducation": "Bachelor's degree",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/airline-and-commercial-pilots.htm"
    },
    {
      "socCode": "53-2012",
      "title": "Commercial Pilots",
      "sector": "Transportation and Material Moving",
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      "employment2034": 58200,
      "employmentChange": 2800,
      "employmentChangePct": 5.1,
      "projectedOpenings": 4600,
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      "automationRisk": "Low",
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      "medianAnnualWage": 122670,
      "entryLevelEducation": "Postsecondary nondegree award",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/airline-and-commercial-pilots.htm"
    },
    {
      "socCode": "53-2021",
      "title": "Air Traffic Controllers",
      "sector": "Transportation and Material Moving",
      "employment2024": 24100,
      "employment2034": 24400,
      "employmentChange": 300,
      "employmentChangePct": 1.2,
      "projectedOpenings": 2300,
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      "entryLevelEducation": "Associate's degree",
      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/air-traffic-controllers.htm"
    },
    {
      "socCode": "53-2022",
      "title": "Airfield Operations Specialists",
      "sector": "Transportation and Material Moving",
      "employment2024": 16900,
      "employment2034": 17600,
      "employmentChange": 700,
      "employmentChangePct": 4.2,
      "projectedOpenings": 1100,
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      "onTheJobTraining": "Long-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "53-2031",
      "title": "Flight Attendants",
      "sector": "Transportation and Material Moving",
      "employment2024": 130800,
      "employment2034": 142900,
      "employmentChange": 12100,
      "employmentChangePct": 9.2,
      "projectedOpenings": 15300,
      "aiExposure": 0.0913,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/flight-attendants.htm"
    },
    {
      "socCode": "53-3011",
      "title": "Ambulance Drivers and Attendants, Except Emergency Medical Technicians",
      "sector": "Transportation and Material Moving",
      "employment2024": 12300,
      "employment2034": 12100,
      "employmentChange": -200,
      "employmentChangePct": -1.3,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "53-3031",
      "title": "Driver/Sales Workers",
      "sector": "Transportation and Material Moving",
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      "employment2034": 491300,
      "employmentChange": 39800,
      "employmentChangePct": 8.8,
      "projectedOpenings": 48800,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/delivery-truck-drivers-and-driver-sales-workers.htm"
    },
    {
      "socCode": "53-3032",
      "title": "Heavy and Tractor-Trailer Truck Drivers",
      "sector": "Transportation and Material Moving",
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      "employment2034": 2324400,
      "employmentChange": 89300,
      "employmentChangePct": 4,
      "projectedOpenings": 238400,
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      "medianAnnualWage": 57440,
      "entryLevelEducation": "Postsecondary nondegree award",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/heavy-and-tractor-trailer-truck-drivers.htm"
    },
    {
      "socCode": "53-3033",
      "title": "Light Truck Drivers",
      "sector": "Transportation and Material Moving",
      "employment2024": 1079800,
      "employment2034": 1158700,
      "employmentChange": 78900,
      "employmentChangePct": 7.3,
      "projectedOpenings": 120700,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/delivery-truck-drivers-and-driver-sales-workers.htm"
    },
    {
      "socCode": "53-3051",
      "title": "Bus Drivers, School",
      "sector": "Transportation and Material Moving",
      "employment2024": 387300,
      "employment2034": 388200,
      "employmentChange": 900,
      "employmentChangePct": 0.2,
      "projectedOpenings": null,
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      "automationRisk": "Low",
      "automationProbability": 0,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/bus-drivers.htm"
    },
    {
      "socCode": "53-3052",
      "title": "Bus Drivers, Transit and Intercity",
      "sector": "Transportation and Material Moving",
      "employment2024": 158800,
      "employment2034": 165600,
      "employmentChange": 6800,
      "employmentChangePct": 4.3,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/bus-drivers.htm"
    },
    {
      "socCode": "53-3053",
      "title": "Shuttle Drivers and Chauffeurs",
      "sector": "Transportation and Material Moving",
      "employment2024": 243900,
      "employment2034": 260300,
      "employmentChange": 16400,
      "employmentChangePct": 6.7,
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      "medianAnnualWage": 36670,
      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/taxi-drivers-and-chauffeurs.htm"
    },
    {
      "socCode": "53-3054",
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      "sector": "Transportation and Material Moving",
      "employment2024": 204000,
      "employment2034": 226600,
      "employmentChange": 22600,
      "employmentChangePct": 11.1,
      "projectedOpenings": null,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/taxi-drivers-and-chauffeurs.htm"
    },
    {
      "socCode": "53-4011",
      "title": "Locomotive Engineers",
      "sector": "Transportation and Material Moving",
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      "employment2034": 27200,
      "employmentChange": 200,
      "employmentChangePct": 0.7,
      "projectedOpenings": 2900,
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      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/railroad-occupations.htm"
    },
    {
      "socCode": "53-4013",
      "title": "Rail Yard Engineers, Dinkey Operators, and Hostlers",
      "sector": "Transportation and Material Moving",
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      "employment2034": 3100,
      "employmentChange": 0,
      "employmentChangePct": 0.3,
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      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/railroad-occupations.htm"
    },
    {
      "socCode": "53-4022",
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      "sector": "Transportation and Material Moving",
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      "employment2034": 11100,
      "employmentChange": 100,
      "employmentChangePct": 1,
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      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/railroad-occupations.htm"
    },
    {
      "socCode": "53-4031",
      "title": "Railroad Conductors and Yardmasters",
      "sector": "Transportation and Material Moving",
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      "employment2034": 37200,
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      "employmentChangePct": 1.1,
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      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/railroad-occupations.htm"
    },
    {
      "socCode": "53-4041",
      "title": "Subway and Streetcar Operators",
      "sector": "Transportation and Material Moving",
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      "employment2034": 9900,
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      "employmentChangePct": 3.4,
      "projectedOpenings": 1000,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": null
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    {
      "socCode": "53-5011",
      "title": "Sailors and Marine Oilers",
      "sector": "Transportation and Material Moving",
      "employment2024": 32100,
      "employment2034": 32800,
      "employmentChange": 700,
      "employmentChangePct": 2.3,
      "projectedOpenings": 4000,
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      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/water-transportation-occupations.htm"
    },
    {
      "socCode": "53-5021",
      "title": "Captains, Mates, and Pilots of Water Vessels",
      "sector": "Transportation and Material Moving",
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      "employment2034": 40900,
      "employmentChange": 200,
      "employmentChangePct": 0.5,
      "projectedOpenings": 3600,
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      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/water-transportation-occupations.htm"
    },
    {
      "socCode": "53-5022",
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      "sector": "Transportation and Material Moving",
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      "employment2034": 2700,
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      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/water-transportation-occupations.htm"
    },
    {
      "socCode": "53-5031",
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      "sector": "Transportation and Material Moving",
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      "employment2034": 8900,
      "employmentChange": 100,
      "employmentChangePct": 1.6,
      "projectedOpenings": 1100,
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      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/water-transportation-occupations.htm"
    },
    {
      "socCode": "53-6011",
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      "sector": "Transportation and Material Moving",
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      "employment2034": 2800,
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      "onTheJobTraining": "Short-term on-the-job training",
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    },
    {
      "socCode": "53-6021",
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      "sector": "Transportation and Material Moving",
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      "employment2034": 139700,
      "employmentChange": 4000,
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      "onTheJobTraining": "Short-term on-the-job training",
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    },
    {
      "socCode": "53-6031",
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      "sector": "Transportation and Material Moving",
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      "employment2034": 99000,
      "employmentChange": -1000,
      "employmentChangePct": -1,
      "projectedOpenings": 18000,
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      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "53-6041",
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      "sector": "Transportation and Material Moving",
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      "employment2034": 8200,
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      "employmentChangePct": 3.7,
      "projectedOpenings": 900,
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      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "53-6051",
      "title": "Transportation Inspectors",
      "sector": "Transportation and Material Moving",
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      "employment2034": 26100,
      "employmentChange": 400,
      "employmentChangePct": 1.7,
      "projectedOpenings": 3300,
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "53-6061",
      "title": "Passenger Attendants",
      "sector": "Transportation and Material Moving",
      "employment2024": 25600,
      "employment2034": 26800,
      "employmentChange": 1200,
      "employmentChangePct": 4.7,
      "projectedOpenings": 3600,
      "aiExposure": 0.1169,
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      "brightOutlook": false,
      "medianAnnualWage": 37560,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "53-7011",
      "title": "Conveyor Operators and Tenders",
      "sector": "Transportation and Material Moving",
      "employment2024": 29100,
      "employment2034": 28100,
      "employmentChange": -1000,
      "employmentChangePct": -3.4,
      "projectedOpenings": 2700,
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      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
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      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/material-moving-machine-operators.htm"
    },
    {
      "socCode": "53-7021",
      "title": "Crane and Tower Operators",
      "sector": "Transportation and Material Moving",
      "employment2024": 42300,
      "employment2034": 43600,
      "employmentChange": 1300,
      "employmentChangePct": 3,
      "projectedOpenings": 5800,
      "aiExposure": 0,
      "automationRisk": "Low",
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      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/material-moving-machine-operators.htm"
    },
    {
      "socCode": "53-7031",
      "title": "Dredge Operators",
      "sector": "Transportation and Material Moving",
      "employment2024": 1100,
      "employment2034": 1100,
      "employmentChange": 0,
      "employmentChangePct": 1.2,
      "projectedOpenings": 200,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
      "medianAnnualWage": 48430,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/material-moving-machine-operators.htm"
    },
    {
      "socCode": "53-7041",
      "title": "Hoist and Winch Operators",
      "sector": "Transportation and Material Moving",
      "employment2024": 2700,
      "employment2034": 2700,
      "employmentChange": 0,
      "employmentChangePct": -1.1,
      "projectedOpenings": 400,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
      "medianAnnualWage": 52310,
      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/material-moving-machine-operators.htm"
    },
    {
      "socCode": "53-7051",
      "title": "Industrial Truck and Tractor Operators",
      "sector": "Transportation and Material Moving",
      "employment2024": 792500,
      "employment2034": 801600,
      "employmentChange": 9100,
      "employmentChangePct": 1.1,
      "projectedOpenings": 73400,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
      "medianAnnualWage": 46390,
      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/material-moving-machine-operators.htm"
    },
    {
      "socCode": "53-7061",
      "title": "Cleaners of Vehicles and Equipment",
      "sector": "Transportation and Material Moving",
      "employment2024": 410100,
      "employment2034": 426100,
      "employmentChange": 16000,
      "employmentChangePct": 3.9,
      "projectedOpenings": 63700,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
      "medianAnnualWage": 35270,
      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/hand-laborers-and-material-movers.htm"
    },
    {
      "socCode": "53-7062",
      "title": "Laborers and Freight, Stock, and Material Movers, Hand",
      "sector": "Transportation and Material Moving",
      "employment2024": 2988900,
      "employment2034": 3033200,
      "employmentChange": 44300,
      "employmentChangePct": 1.5,
      "projectedOpenings": 434700,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": true,
      "medianAnnualWage": 38940,
      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/hand-laborers-and-material-movers.htm"
    },
    {
      "socCode": "53-7063",
      "title": "Machine Feeders and Offbearers",
      "sector": "Transportation and Material Moving",
      "employment2024": 46500,
      "employment2034": 40500,
      "employmentChange": -6000,
      "employmentChangePct": -13,
      "projectedOpenings": 8800,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
      "medianAnnualWage": 39700,
      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/hand-laborers-and-material-movers.htm"
    },
    {
      "socCode": "53-7064",
      "title": "Packers and Packagers, Hand",
      "sector": "Transportation and Material Moving",
      "employment2024": 591800,
      "employment2034": 559600,
      "employmentChange": -32200,
      "employmentChangePct": -5.4,
      "projectedOpenings": 93000,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
      "medianAnnualWage": 35580,
      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/hand-laborers-and-material-movers.htm"
    },
    {
      "socCode": "53-7065",
      "title": "Stockers and Order Fillers",
      "sector": "Transportation and Material Moving",
      "employment2024": 2764800,
      "employment2034": 2999800,
      "employmentChange": 235000,
      "employmentChangePct": 8.5,
      "projectedOpenings": null,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
      "medianAnnualWage": 37090,
      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/hand-laborers-and-material-movers.htm"
    },
    {
      "socCode": "53-7071",
      "title": "Gas Compressor and Gas Pumping Station Operators",
      "sector": "Transportation and Material Moving",
      "employment2024": 5400,
      "employment2034": 5300,
      "employmentChange": -100,
      "employmentChangePct": -1.3,
      "projectedOpenings": 400,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
      "medianAnnualWage": 71510,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "53-7072",
      "title": "Pump Operators, Except Wellhead Pumpers",
      "sector": "Transportation and Material Moving",
      "employment2024": 13100,
      "employment2034": 13400,
      "employmentChange": 300,
      "employmentChangePct": 2.6,
      "projectedOpenings": 1600,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": true,
      "medianAnnualWage": 60020,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "53-7073",
      "title": "Wellhead Pumpers",
      "sector": "Transportation and Material Moving",
      "employment2024": 18800,
      "employment2034": 17900,
      "employmentChange": -900,
      "employmentChangePct": -4.7,
      "projectedOpenings": 1700,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
      "medianAnnualWage": 70010,
      "entryLevelEducation": "High school diploma or equivalent",
      "onTheJobTraining": "Moderate-term on-the-job training",
      "sourceUrl": null
    },
    {
      "socCode": "53-7081",
      "title": "Refuse and Recyclable Material Collectors",
      "sector": "Transportation and Material Moving",
      "employment2024": 147900,
      "employment2034": 149200,
      "employmentChange": 1300,
      "employmentChangePct": 0.9,
      "projectedOpenings": 20200,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": true,
      "medianAnnualWage": 48350,
      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": "https://www.bls.gov/ooh/transportation-and-material-moving/hand-laborers-and-material-movers.htm"
    },
    {
      "socCode": "53-7121",
      "title": "Tank Car, Truck, and Ship Loaders",
      "sector": "Transportation and Material Moving",
      "employment2024": 12000,
      "employment2034": 12500,
      "employmentChange": 500,
      "employmentChangePct": 4.3,
      "projectedOpenings": 1200,
      "aiExposure": 0,
      "automationRisk": "Low",
      "automationProbability": 0,
      "brightOutlook": false,
      "medianAnnualWage": 58070,
      "entryLevelEducation": "No formal educational credential",
      "onTheJobTraining": "Short-term on-the-job training",
      "sourceUrl": null
    }
  ]
}