Explore AI Exposure
Visualize AI disruption across 756 occupations — interactive beeswarm, treemap, and more.
Occupation AI Exposure Beeswarm
Each dot is one occupation. Position = AI exposure, size = employment. Hover for details, click to explore.
Sector
756 of 756 occupations
Beeswarm chart showing 756 occupations by AI exposure. Top exposed: Computer Programmers, Customer Service Representatives, Data Entry Keyers, Medical Records Specialists, Market Research Analysts and Marketing Specialists.
- Chief Executives — 3% AI exposure
- General and Operations Managers — 14% AI exposure
- Legislators — 0% AI exposure
- Advertising and Promotions Managers — 17% AI exposure
- Marketing Managers — 32% AI exposure
- Sales Managers — 4% AI exposure
- Public Relations Managers — 23% AI exposure
- Administrative Services Managers — 0% AI exposure
- Facilities Managers — 13% AI exposure
- Computer and Information Systems Managers — 16% AI exposure
- Financial Managers — 39% AI exposure
- Industrial Production Managers — 1% AI exposure
- Purchasing Managers — 20% AI exposure
- Transportation, Storage, and Distribution Managers — 10% AI exposure
- Compensation and Benefits Managers — 0% AI exposure
- Human Resources Managers — 0% AI exposure
- Training and Development Managers — 38% AI exposure
- Farmers, Ranchers, and Other Agricultural Managers — 0% AI exposure
- Construction Managers — 12% AI exposure
- Education and Childcare Administrators, Preschool and Daycare — 4% AI exposure
- Education Administrators, Kindergarten through Secondary — 5% AI exposure
- Education Administrators, Postsecondary — 6% AI exposure
- Architectural and Engineering Managers — 3% AI exposure
- Food Service Managers — 0% AI exposure
- Gambling Managers — 0% AI exposure
- Lodging Managers — 12% AI exposure
- Medical and Health Services Managers — 7% AI exposure
- Natural Sciences Managers — 6% AI exposure
- Postmasters and Mail Superintendents — 0% AI exposure
- Property, Real Estate, and Community Association Managers — 17% AI exposure
- Social and Community Service Managers — 18% AI exposure
- Emergency Management Directors — 0% AI exposure
- Funeral Home Managers — 1% AI exposure
- Personal Service Managers, All Other — 12% AI exposure
- Managers, All Other — 7% AI exposure
- Agents and Business Managers of Artists, Performers, and Athletes — 12% AI exposure
- Claims Adjusters, Examiners, and Investigators — 8% AI exposure
- Insurance Appraisers, Auto Damage — 0% AI exposure
- Compliance Officers — 12% AI exposure
- Cost Estimators — 0% AI exposure
- Human Resources Specialists — 40% AI exposure
- Farm Labor Contractors — 0% AI exposure
- Labor Relations Specialists — 0% AI exposure
- Logisticians — 16% AI exposure
- Management Analysts — 24% AI exposure
- Meeting, Convention, and Event Planners — 10% AI exposure
- Fundraisers — 5% AI exposure
- Compensation, Benefits, and Job Analysis Specialists — 6% AI exposure
- Training and Development Specialists — 28% AI exposure
- Market Research Analysts and Marketing Specialists — 65% AI exposure
Sector Treemap
Employment and AI exposure breakdown by sector.
Click a sector header to zoom in · click a tile to explore that career
Low AI exposureHigh AI exposure· Area = total employment
Risk vs. Salary Quadrant
Occupations plotted by AI exposure and median salary.
LowMediumHighVery Highdot size = employment
- Chief Executives: 3.3% AI exposure, $214K median salary, risk Medium
- General and Operations Managers: 13.8% AI exposure, $106K median salary, risk Medium
- Legislators: 0.0% AI exposure, $25K median salary, risk Low
- Advertising and Promotions Managers: 17.3% AI exposure, $134K median salary, risk High
- Marketing Managers: 31.9% AI exposure, $167K median salary, risk Very High
- Sales Managers: 4.3% AI exposure, $148K median salary, risk Medium
- Public Relations Managers: 23.2% AI exposure, $147K median salary, risk High
- Administrative Services Managers: 0.0% AI exposure, $114K median salary, risk Low
- Facilities Managers: 13.5% AI exposure, $107K median salary, risk Medium
- Computer and Information Systems Managers: 15.6% AI exposure, $175K median salary, risk High
- Financial Managers: 39.1% AI exposure, $167K median salary, risk Very High
- Industrial Production Managers: 1.3% AI exposure, $126K median salary, risk Medium
- Purchasing Managers: 20.0% AI exposure, $148K median salary, risk High
- Transportation, Storage, and Distribution Managers: 9.6% AI exposure, $107K median salary, risk Medium
- Compensation and Benefits Managers: 0.0% AI exposure, $149K median salary, risk Low
- Human Resources Managers: 0.0% AI exposure, $149K median salary, risk Low
- Training and Development Managers: 37.8% AI exposure, $133K median salary, risk Very High
- Farmers, Ranchers, and Other Agricultural Managers: 0.0% AI exposure, $90K median salary, risk Low
- Construction Managers: 11.9% AI exposure, $115K median salary, risk Medium
- Education and Childcare Administrators, Preschool and Daycare: 4.0% AI exposure, $59K median salary, risk Medium
- Education Administrators, Kindergarten through Secondary: 5.3% AI exposure, $106K median salary, risk Medium
- Education Administrators, Postsecondary: 6.4% AI exposure, $105K median salary, risk Medium
- Architectural and Engineering Managers: 3.1% AI exposure, $171K median salary, risk Medium
- Food Service Managers: 0.0% AI exposure, $69K median salary, risk Low
- Gambling Managers: 0.0% AI exposure, $93K median salary, risk Low
- Lodging Managers: 12.2% AI exposure, $69K median salary, risk Medium
- Medical and Health Services Managers: 6.6% AI exposure, $124K median salary, risk Medium
- Natural Sciences Managers: 6.1% AI exposure, $167K median salary, risk Medium
- Postmasters and Mail Superintendents: 0.0% AI exposure, $97K median salary, risk Low
- Property, Real Estate, and Community Association Managers: 16.5% AI exposure, $70K median salary, risk High
- Social and Community Service Managers: 18.1% AI exposure, $80K median salary, risk High
- Emergency Management Directors: 0.0% AI exposure, $93K median salary, risk Low
- Funeral Home Managers: 1.1% AI exposure, $79K median salary, risk Medium
- Personal Service Managers, All Other: 12.4% AI exposure, $70K median salary, risk Medium
- Managers, All Other: 6.9% AI exposure, $142K median salary, risk Medium
- Agents and Business Managers of Artists, Performers, and Athletes: 11.8% AI exposure, $83K median salary, risk Medium
- Claims Adjusters, Examiners, and Investigators: 8.2% AI exposure, $78K median salary, risk Medium
- Insurance Appraisers, Auto Damage: 0.0% AI exposure, $78K median salary, risk Low
- Compliance Officers: 12.1% AI exposure, $81K median salary, risk Medium
- Cost Estimators: 0.0% AI exposure, $79K median salary, risk Low
- Human Resources Specialists: 40.3% AI exposure, $76K median salary, risk Very High
- Farm Labor Contractors: 0.0% AI exposure, $58K median salary, risk Low
- Labor Relations Specialists: 0.0% AI exposure, $95K median salary, risk Low
- Logisticians: 15.7% AI exposure, $82K median salary, risk High
- Management Analysts: 24.3% AI exposure, $102K median salary, risk High
- Meeting, Convention, and Event Planners: 10.2% AI exposure, $61K median salary, risk Medium
- Fundraisers: 4.7% AI exposure, $73K median salary, risk Medium
- Compensation, Benefits, and Job Analysis Specialists: 6.5% AI exposure, $78K median salary, risk Medium
- Training and Development Specialists: 27.9% AI exposure, $69K median salary, risk High
- Market Research Analysts and Marketing Specialists: 64.8% AI exposure, $79K median salary, risk Very High
- Business Operations Specialists, All Other: 18.5% AI exposure, $83K median salary, risk High
- Accountants and Auditors: 34.8% AI exposure, $84K median salary, risk Very High
- Budget Analysts: 6.7% AI exposure, $92K median salary, risk Medium
- Credit Analysts: 16.9% AI exposure, $84K median salary, risk High
- Financial and Investment Analysts: 57.2% AI exposure, $103K median salary, risk Very High
- Personal Financial Advisors: 35.0% AI exposure, $105K median salary, risk Very High
- Insurance Underwriters: 6.3% AI exposure, $81K median salary, risk Medium
- Financial Risk Specialists: 26.5% AI exposure, $117K median salary, risk High
- Financial Examiners: 4.3% AI exposure, $94K median salary, risk Medium
- Credit Counselors: 23.4% AI exposure, $52K median salary, risk High
- Loan Officers: 18.6% AI exposure, $77K median salary, risk High
- Tax Examiners and Collectors, and Revenue Agents: 2.8% AI exposure, $62K median salary, risk Medium
- Tax Preparers: 12.8% AI exposure, $55K median salary, risk Medium
- Financial Specialists, All Other: 22.0% AI exposure, $81K median salary, risk High
- Computer Systems Analysts: 27.6% AI exposure, $106K median salary, risk High
- Information Security Analysts: 48.6% AI exposure, $129K median salary, risk Very High
- Computer and Information Research Scientists: 34.0% AI exposure, $140K median salary, risk Very High
- Computer Network Support Specialists: 28.7% AI exposure, $76K median salary, risk High
- Computer User Support Specialists: 46.9% AI exposure, $62K median salary, risk Very High
- Computer Network Architects: 19.9% AI exposure, $134K median salary, risk High
- Database Administrators: 33.1% AI exposure, $105K median salary, risk Very High
- Database Architects: 57.9% AI exposure, $140K median salary, risk Very High
- Network and Computer Systems Administrators: 33.7% AI exposure, $99K median salary, risk Very High
- Computer Programmers: 74.5% AI exposure, $100K median salary, risk Very High
- Software Developers: 28.8% AI exposure, $136K median salary, risk High
- Software Quality Assurance Analysts and Testers: 51.9% AI exposure, $104K median salary, risk Very High
- Web Developers: 48.0% AI exposure, $93K median salary, risk Very High
- Web and Digital Interface Designers: 24.9% AI exposure, $104K median salary, risk High
- Computer Occupations, All Other: 31.1% AI exposure, $117K median salary, risk Very High
- Actuaries: 5.4% AI exposure, $130K median salary, risk Medium
- Mathematicians: 42.4% AI exposure, $127K median salary, risk Very High
- Operations Research Analysts: 42.9% AI exposure, $89K median salary, risk Very High
- Statisticians: 21.1% AI exposure, $106K median salary, risk High
- Data Scientists: 46.1% AI exposure, $120K median salary, risk Very High
- Mathematical Science Occupations, All Other: 47.9% AI exposure, $81K median salary, risk Very High
- Architects, Except Landscape and Naval: 7.8% AI exposure, $99K median salary, risk Medium
- Landscape Architects: 0.0% AI exposure, $80K median salary, risk Low
- Cartographers and Photogrammetrists: 8.0% AI exposure, $81K median salary, risk Medium
- Surveyors: 0.2% AI exposure, $75K median salary, risk Low
- Aerospace Engineers: 7.5% AI exposure, $135K median salary, risk Medium
- Agricultural Engineers: 0.0% AI exposure, $99K median salary, risk Low
- Bioengineers and Biomedical Engineers: 13.3% AI exposure, $109K median salary, risk Medium
- Chemical Engineers: 0.0% AI exposure, $125K median salary, risk Low
- Civil Engineers: 0.8% AI exposure, $101K median salary, risk Medium
- Computer Hardware Engineers: 14.5% AI exposure, $162K median salary, risk High
- Electrical Engineers: 5.9% AI exposure, $121K median salary, risk Medium
- Electronics Engineers, Except Computer: 10.0% AI exposure, $130K median salary, risk Medium
- Environmental Engineers: 3.6% AI exposure, $107K median salary, risk Medium
- Health and Safety Engineers, Except Mining Safety Engineers and Inspectors: 0.0% AI exposure, $115K median salary, risk Low
- Industrial Engineers: 3.7% AI exposure, $102K median salary, risk Medium
- Marine Engineers and Naval Architects: 3.6% AI exposure, $112K median salary, risk Medium
- Materials Engineers: 0.0% AI exposure, $113K median salary, risk Low
- Mechanical Engineers: 8.1% AI exposure, $104K median salary, risk Medium
- Mining and Geological Engineers, Including Mining Safety Engineers: 0.0% AI exposure, $106K median salary, risk Low
- Nuclear Engineers: 0.0% AI exposure, $134K median salary, risk Low
- Petroleum Engineers: 0.0% AI exposure, $145K median salary, risk Low
- Engineers, All Other: 6.6% AI exposure, $123K median salary, risk Medium
- Architectural and Civil Drafters: 0.0% AI exposure, $66K median salary, risk Low
- Electrical and Electronics Drafters: 8.9% AI exposure, $77K median salary, risk Medium
- Mechanical Drafters: 0.0% AI exposure, $72K median salary, risk Low
- Aerospace Engineering and Operations Technologists and Technicians: 0.0% AI exposure, $83K median salary, risk Low
- Civil Engineering Technologists and Technicians: 7.8% AI exposure, $65K median salary, risk Medium
- Electrical and Electronic Engineering Technologists and Technicians: 2.0% AI exposure, $78K median salary, risk Medium
- Electro-Mechanical and Mechatronics Technologists and Technicians: 0.0% AI exposure, $74K median salary, risk Low
- Environmental Engineering Technologists and Technicians: 10.3% AI exposure, $60K median salary, risk Medium
- Industrial Engineering Technologists and Technicians: 0.0% AI exposure, $66K median salary, risk Low
- Mechanical Engineering Technologists and Technicians: 6.8% AI exposure, $75K median salary, risk Medium
- Engineering Technologists and Technicians, Except Drafters, All Other: 0.0% AI exposure, $78K median salary, risk Low
- Surveying and Mapping Technicians: 0.0% AI exposure, $54K median salary, risk Low
- Animal Scientists: 0.0% AI exposure, $69K median salary, risk Low
- Food Scientists and Technologists: 0.0% AI exposure, $89K median salary, risk Low
- Soil and Plant Scientists: 5.1% AI exposure, $79K median salary, risk Medium
- Biochemists and Biophysicists: 7.6% AI exposure, $127K median salary, risk Medium
- Microbiologists: 9.7% AI exposure, $88K median salary, risk Medium
- Zoologists and Wildlife Biologists: 6.1% AI exposure, $77K median salary, risk Medium
- Biological Scientists, All Other: 24.5% AI exposure, $99K median salary, risk High
- Conservation Scientists: 0.0% AI exposure, $73K median salary, risk Low
- Foresters: 0.0% AI exposure, $76K median salary, risk Low
- Epidemiologists: 0.0% AI exposure, $87K median salary, risk Low
- Medical Scientists, Except Epidemiologists: 3.8% AI exposure, $103K median salary, risk Medium
- Astronomers: 38.5% AI exposure, $129K median salary, risk Very High
- Physicists: 27.3% AI exposure, $172K median salary, risk High
- Atmospheric and Space Scientists: 3.8% AI exposure, $99K median salary, risk Medium
- Chemists: 26.1% AI exposure, $91K median salary, risk High
- Materials Scientists: 18.4% AI exposure, $118K median salary, risk High
- Environmental Scientists and Specialists, Including Health: 5.5% AI exposure, $82K median salary, risk Medium
- Geoscientists, Except Hydrologists and Geographers: 4.3% AI exposure, $102K median salary, risk Medium
- Hydrologists: 7.5% AI exposure, $97K median salary, risk Medium
- Physical Scientists, All Other: 3.8% AI exposure, $123K median salary, risk Medium
- Economists: 24.2% AI exposure, $125K median salary, risk High
- Survey Researchers: 43.2% AI exposure, $69K median salary, risk Very High
- Industrial-Organizational Psychologists: 15.8% AI exposure, $194K median salary, risk High
- Clinical and Counseling Psychologists: 5.9% AI exposure, $101K median salary, risk Medium
- School Psychologists: 4.7% AI exposure, $96K median salary, risk Medium
- Psychologists, All Other: 0.0% AI exposure, $111K median salary, risk Low
- Sociologists: 38.3% AI exposure, $106K median salary, risk Very High
- Urban and Regional Planners: 9.6% AI exposure, $89K median salary, risk Medium
- Anthropologists and Archeologists: 13.5% AI exposure, $71K median salary, risk Medium
- Geographers: 11.0% AI exposure, $102K median salary, risk Medium
- Historians: 2.8% AI exposure, $77K median salary, risk Medium
- Political Scientists: 45.2% AI exposure, $142K median salary, risk Very High
- Social Scientists and Related Workers, All Other: 3.3% AI exposure, $101K median salary, risk Medium
- Agricultural Technicians: 0.6% AI exposure, $50K median salary, risk Low
- Food Science Technicians: 20.4% AI exposure, $52K median salary, risk High
- Biological Technicians: 6.0% AI exposure, $58K median salary, risk Medium
- Chemical Technicians: 31.5% AI exposure, $60K median salary, risk Very High
- Environmental Science and Protection Technicians, Including Health: 14.4% AI exposure, $55K median salary, risk High
- Geological Technicians, Except Hydrologic Technicians: 22.9% AI exposure, $53K median salary, risk High
- Nuclear Technicians: 0.0% AI exposure, $110K median salary, risk Low
- Social Science Research Assistants: 43.9% AI exposure, $62K median salary, risk Very High
- Forest and Conservation Technicians: 2.2% AI exposure, $55K median salary, risk Medium
- Forensic Science Technicians: 0.0% AI exposure, $72K median salary, risk Low
- Life, Physical, and Social Science Technicians, All Other: 9.6% AI exposure, $62K median salary, risk Medium
- Occupational Health and Safety Specialists: 0.0% AI exposure, $90K median salary, risk Low
- Occupational Health and Safety Technicians: 0.0% AI exposure, $62K median salary, risk Low
- Educational, Guidance, and Career Counselors and Advisors: 11.8% AI exposure, $64K median salary, risk Medium
- Marriage and Family Therapists: 0.0% AI exposure, $67K median salary, risk Low
- Rehabilitation Counselors: 0.0% AI exposure, $47K median salary, risk Low
- Child, Family, and School Social Workers: 0.7% AI exposure, $60K median salary, risk Low
- Healthcare Social Workers: 9.2% AI exposure, $68K median salary, risk Medium
- Mental Health and Substance Abuse Social Workers: 0.0% AI exposure, $60K median salary, risk Low
- Health Education Specialists: 13.8% AI exposure, $64K median salary, risk Medium
- Probation Officers and Correctional Treatment Specialists: 0.0% AI exposure, $66K median salary, risk Low
- Social and Human Service Assistants: 0.0% AI exposure, $46K median salary, risk Low
- Community Health Workers: 0.0% AI exposure, $52K median salary, risk Low
- Clergy: 11.2% AI exposure, $61K median salary, risk Medium
- Directors, Religious Activities and Education: 15.3% AI exposure, $52K median salary, risk High
- Lawyers: 16.7% AI exposure, $160K median salary, risk High
- Judicial Law Clerks: 17.0% AI exposure, $65K median salary, risk High
- Administrative Law Judges, Adjudicators, and Hearing Officers: 30.5% AI exposure, $118K median salary, risk High
- Arbitrators, Mediators, and Conciliators: 24.3% AI exposure, $76K median salary, risk High
- Judges, Magistrate Judges, and Magistrates: 31.1% AI exposure, $154K median salary, risk Very High
- Paralegals and Legal Assistants: 29.3% AI exposure, $63K median salary, risk High
- Title Examiners, Abstractors, and Searchers: 2.2% AI exposure, $59K median salary, risk Medium
- Business Teachers, Postsecondary: 30.7% AI exposure, $99K median salary, risk High
- Computer Science Teachers, Postsecondary: 24.1% AI exposure, $97K median salary, risk High
- Mathematical Science Teachers, Postsecondary: 43.0% AI exposure, $80K median salary, risk Very High
- Architecture Teachers, Postsecondary: 0.0% AI exposure, $97K median salary, risk Low
- Engineering Teachers, Postsecondary: 35.9% AI exposure, $109K median salary, risk Very High
- Agricultural Sciences Teachers, Postsecondary: 0.0% AI exposure, $99K median salary, risk Low
- Biological Science Teachers, Postsecondary: 29.1% AI exposure, $85K median salary, risk High
- Forestry and Conservation Science Teachers, Postsecondary: 2.1% AI exposure, $101K median salary, risk Medium
- Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary: 4.0% AI exposure, $103K median salary, risk Medium
- Chemistry Teachers, Postsecondary: 21.9% AI exposure, $93K median salary, risk High
- Environmental Science Teachers, Postsecondary: 2.3% AI exposure, $95K median salary, risk Medium
- Physics Teachers, Postsecondary: 0.0% AI exposure, $100K median salary, risk Low
- Anthropology and Archeology Teachers, Postsecondary: 2.4% AI exposure, $100K median salary, risk Medium
- Area, Ethnic, and Cultural Studies Teachers, Postsecondary: 0.0% AI exposure, $85K median salary, risk Low
- Economics Teachers, Postsecondary: 0.0% AI exposure, $124K median salary, risk Low
- Geography Teachers, Postsecondary: 0.0% AI exposure, $98K median salary, risk Low
- Political Science Teachers, Postsecondary: 0.0% AI exposure, $98K median salary, risk Low
- Psychology Teachers, Postsecondary: 32.2% AI exposure, $80K median salary, risk Very High
- Sociology Teachers, Postsecondary: 0.0% AI exposure, $84K median salary, risk Low
- Health Specialties Teachers, Postsecondary: 30.4% AI exposure, $107K median salary, risk High
- Nursing Instructors and Teachers, Postsecondary: 19.1% AI exposure, $80K median salary, risk High
- Education Teachers, Postsecondary: 26.2% AI exposure, $75K median salary, risk High
- Library Science Teachers, Postsecondary: 1.8% AI exposure, $80K median salary, risk Medium
- Criminal Justice and Law Enforcement Teachers, Postsecondary: 0.0% AI exposure, $77K median salary, risk Low
- Law Teachers, Postsecondary: 0.0% AI exposure, $129K median salary, risk Low
- Social Work Teachers, Postsecondary: 0.0% AI exposure, $78K median salary, risk Low
- Art, Drama, and Music Teachers, Postsecondary: 21.4% AI exposure, $79K median salary, risk High
- Communications Teachers, Postsecondary: 21.1% AI exposure, $79K median salary, risk High
- English Language and Literature Teachers, Postsecondary: 36.2% AI exposure, $79K median salary, risk Very High
- Foreign Language and Literature Teachers, Postsecondary: 24.0% AI exposure, $79K median salary, risk High
- History Teachers, Postsecondary: 9.9% AI exposure, $84K median salary, risk Medium
- Philosophy and Religion Teachers, Postsecondary: 22.0% AI exposure, $80K median salary, risk High
- Family and Consumer Sciences Teachers, Postsecondary: 0.0% AI exposure, $76K median salary, risk Low
- Recreation and Fitness Studies Teachers, Postsecondary: 11.4% AI exposure, $77K median salary, risk Medium
- Career/Technical Education Teachers, Postsecondary: 15.6% AI exposure, $64K median salary, risk High
- Preschool Teachers, Except Special Education: 0.0% AI exposure, $38K median salary, risk Low
- Kindergarten Teachers, Except Special Education: 0.0% AI exposure, $63K median salary, risk Low
- Elementary School Teachers, Except Special Education: 10.3% AI exposure, $64K median salary, risk Medium
- Middle School Teachers, Except Special and Career/Technical Education: 29.7% AI exposure, $64K median salary, risk High
- Career/Technical Education Teachers, Middle School: 0.0% AI exposure, $65K median salary, risk Low
- Secondary School Teachers, Except Special and Career/Technical Education: 29.0% AI exposure, $72K median salary, risk High
- Career/Technical Education Teachers, Secondary School: 0.0% AI exposure, $66K median salary, risk Low
- Special Education Teachers, Preschool: 0.6% AI exposure, $65K median salary, risk Low
- Special Education Teachers, Middle School: 13.4% AI exposure, $67K median salary, risk Medium
- Special Education Teachers, Secondary School: 9.9% AI exposure, $74K median salary, risk Medium
- Special Education Teachers, All Other: 2.6% AI exposure, $77K median salary, risk Medium
- Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors: 6.4% AI exposure, $62K median salary, risk Medium
- Self-Enrichment Teachers: 6.6% AI exposure, $47K median salary, risk Medium
- Tutors: 40.8% AI exposure, $43K median salary, risk Very High
- Archivists: 13.5% AI exposure, $65K median salary, risk Medium
- Curators: 41.2% AI exposure, $63K median salary, risk Very High
- Museum Technicians and Conservators: 0.0% AI exposure, $51K median salary, risk Low
- Librarians and Media Collections Specialists: 20.3% AI exposure, $68K median salary, risk High
- Library Technicians: 5.4% AI exposure, $45K median salary, risk Medium
- Farm and Home Management Educators: 0.0% AI exposure, $60K median salary, risk Low
- Instructional Coordinators: 30.4% AI exposure, $77K median salary, risk High
- Teaching Assistants, Postsecondary: 10.0% AI exposure, $43K median salary, risk Medium
- Art Directors: 21.0% AI exposure, $115K median salary, risk High
- Craft Artists: 5.4% AI exposure, $46K median salary, risk Medium
- Fine Artists, Including Painters, Sculptors, and Illustrators: 35.6% AI exposure, $55K median salary, risk Very High
- Special Effects Artists and Animators: 35.7% AI exposure, $102K median salary, risk Very High
- Commercial and Industrial Designers: 4.4% AI exposure, $84K median salary, risk Medium
- Fashion Designers: 5.7% AI exposure, $81K median salary, risk Medium
- Floral Designers: 0.0% AI exposure, $37K median salary, risk Low
- Graphic Designers: 36.7% AI exposure, $63K median salary, risk Very High
- Interior Designers: 0.0% AI exposure, $67K median salary, risk Low
- Merchandise Displayers and Window Trimmers: 0.0% AI exposure, $39K median salary, risk Low
- Set and Exhibit Designers: 0.0% AI exposure, $75K median salary, risk Low
- Actors: 10.1% AI exposure, $36K median salary, risk Medium
- Producers and Directors: 9.2% AI exposure, $90K median salary, risk Medium
- Athletes and Sports Competitors: 0.0% AI exposure, $67K median salary, risk Low
- Coaches and Scouts: 0.0% AI exposure, $47K median salary, risk Low
- Umpires, Referees, and Other Sports Officials: 0.0% AI exposure, $41K median salary, risk Low
- Dancers: 0.0% AI exposure, $34K median salary, risk Low
- Choreographers: 8.0% AI exposure, $55K median salary, risk Medium
- Music Directors and Composers: 3.7% AI exposure, $74K median salary, risk Medium
- Musicians and Singers: 0.0% AI exposure, $59K median salary, risk Low
- Broadcast Announcers and Radio Disc Jockeys: 6.3% AI exposure, $47K median salary, risk Medium
- News Analysts, Reporters, and Journalists: 21.0% AI exposure, $62K median salary, risk High
- Public Relations Specialists: 45.3% AI exposure, $75K median salary, risk Very High
- Editors: 24.6% AI exposure, $78K median salary, risk High
- Technical Writers: 47.5% AI exposure, $90K median salary, risk Very High
- Writers and Authors: 24.6% AI exposure, $77K median salary, risk High
- Interpreters and Translators: 43.0% AI exposure, $60K median salary, risk Very High
- Court Reporters and Simultaneous Captioners: 34.3% AI exposure, $72K median salary, risk Very High
- Audio and Video Technicians: 1.7% AI exposure, $58K median salary, risk Medium
- Broadcast Technicians: 2.0% AI exposure, $60K median salary, risk Medium
- Sound Engineering Technicians: 0.0% AI exposure, $73K median salary, risk Low
- Photographers: 19.5% AI exposure, $45K median salary, risk High
- Camera Operators, Television, Video, and Film: 16.5% AI exposure, $75K median salary, risk High
- Film and Video Editors: 22.3% AI exposure, $75K median salary, risk High
- Chiropractors: 0.0% AI exposure, $79K median salary, risk Low
- Dentists, General: 3.1% AI exposure, $171K median salary, risk Medium
- Oral and Maxillofacial Surgeons: 0.0% AI exposure, $352K median salary, risk Low
- Orthodontists: 0.0% AI exposure, $289K median salary, risk Low
- Prosthodontists: 0.0% AI exposure, $311K median salary, risk Low
- Dietitians and Nutritionists: 13.3% AI exposure, $76K median salary, risk Medium
- Optometrists: 0.0% AI exposure, $137K median salary, risk Low
- Pharmacists: 9.0% AI exposure, $141K median salary, risk Medium
- Physician Assistants: 0.0% AI exposure, $136K median salary, risk Low
- Podiatrists: 0.0% AI exposure, $160K median salary, risk Low
- Occupational Therapists: 0.8% AI exposure, $100K median salary, risk Low
- Physical Therapists: 1.7% AI exposure, $103K median salary, risk Medium
- Radiation Therapists: 0.0% AI exposure, $105K median salary, risk Low
- Recreational Therapists: 0.0% AI exposure, $62K median salary, risk Low
- Respiratory Therapists: 0.0% AI exposure, $82K median salary, risk Low
- Speech-Language Pathologists: 0.0% AI exposure, $98K median salary, risk Low
- Exercise Physiologists: 0.0% AI exposure, $59K median salary, risk Low
- Therapists, All Other: 4.0% AI exposure, $78K median salary, risk Medium
- Veterinarians: 9.3% AI exposure, $130K median salary, risk Medium
- Registered Nurses: 5.9% AI exposure, $98K median salary, risk Medium
- Nurse Anesthetists: 0.0% AI exposure, $237K median salary, risk Low
- Nurse Midwives: 5.2% AI exposure, $134K median salary, risk Medium
- Nurse Practitioners: 9.4% AI exposure, $132K median salary, risk Medium
- Audiologists: 0.0% AI exposure, $96K median salary, risk Low
- Anesthesiologists: 0.0% AI exposure, $391K median salary, risk Low
- Dermatologists: 0.0% AI exposure, $329K median salary, risk Low
- Family Medicine Physicians: 0.0% AI exposure, $244K median salary, risk Low
- General Internal Medicine Physicians: 8.4% AI exposure, $257K median salary, risk Medium
- Neurologists: 0.0% AI exposure, $249K median salary, risk Low
- Obstetricians and Gynecologists: 6.9% AI exposure, $293K median salary, risk Medium
- Pediatricians, General: 0.0% AI exposure, $210K median salary, risk Low
- Physicians, Pathologists: 15.8% AI exposure, $312K median salary, risk High
- Psychiatrists: 0.0% AI exposure, $282K median salary, risk Low
- Radiologists: 19.9% AI exposure, $421K median salary, risk High
- Physicians, All Other: 3.0% AI exposure, $266K median salary, risk Medium
- Ophthalmologists, Except Pediatric: 0.0% AI exposure, $300K median salary, risk Low
- Orthopedic Surgeons, Except Pediatric: 0.0% AI exposure, $359K median salary, risk Low
- Pediatric Surgeons: 0.0% AI exposure, $559K median salary, risk Low
- Acupuncturists: 0.0% AI exposure, $76K median salary, risk Low
- Dental Hygienists: 0.0% AI exposure, $98K median salary, risk Low
- Healthcare Diagnosing or Treating Practitioners, All Other: 2.2% AI exposure, $115K median salary, risk Medium
- Cardiovascular Technologists and Technicians: 0.0% AI exposure, $74K median salary, risk Low
- Diagnostic Medical Sonographers: 0.0% AI exposure, $97K median salary, risk Low
- Nuclear Medicine Technologists: 5.1% AI exposure, $101K median salary, risk Medium
- Radiologic Technologists and Technicians: 0.0% AI exposure, $80K median salary, risk Low
- Magnetic Resonance Imaging Technologists: 3.9% AI exposure, $95K median salary, risk Medium
- Emergency Medical Technicians: 0.0% AI exposure, $44K median salary, risk Low
- Paramedics: 0.0% AI exposure, $61K median salary, risk Low
- Dietetic Technicians: 24.5% AI exposure, $38K median salary, risk High
- Pharmacy Technicians: 7.3% AI exposure, $46K median salary, risk Medium
- Psychiatric Technicians: 0.0% AI exposure, $45K median salary, risk Low
- Surgical Technologists: 0.0% AI exposure, $65K median salary, risk Low
- Veterinary Technologists and Technicians: 0.0% AI exposure, $47K median salary, risk Low
- Ophthalmic Medical Technicians: 0.0% AI exposure, $46K median salary, risk Low
- Licensed Practical and Licensed Vocational Nurses: 0.0% AI exposure, $64K median salary, risk Low
- Medical Records Specialists: 66.7% AI exposure, $51K median salary, risk Very High
- Opticians, Dispensing: 0.0% AI exposure, $47K median salary, risk Low
- Orthotists and Prosthetists: 0.0% AI exposure, $81K median salary, risk Low
- Hearing Aid Specialists: 0.0% AI exposure, $65K median salary, risk Low
- Health Technologists and Technicians, All Other: 4.5% AI exposure, $50K median salary, risk Medium
- Health Information Technologists and Medical Registrars: 30.6% AI exposure, $68K median salary, risk High
- Athletic Trainers: 5.3% AI exposure, $63K median salary, risk Medium
- Genetic Counselors: 1.2% AI exposure, $100K median salary, risk Medium
- Surgical Assistants: 0.0% AI exposure, $67K median salary, risk Low
- Healthcare Practitioners and Technical Workers, All Other: 0.0% AI exposure, $66K median salary, risk Low
- Nursing Assistants: 0.0% AI exposure, $42K median salary, risk Low
- Orderlies: 0.0% AI exposure, $38K median salary, risk Low
- Psychiatric Aides: 0.0% AI exposure, $45K median salary, risk Low
- Occupational Therapy Assistants: 0.0% AI exposure, $72K median salary, risk Low
- Occupational Therapy Aides: 6.6% AI exposure, $39K median salary, risk Medium
- Physical Therapist Assistants: 0.0% AI exposure, $68K median salary, risk Low
- Physical Therapist Aides: 0.0% AI exposure, $35K median salary, risk Low
- Massage Therapists: 0.0% AI exposure, $58K median salary, risk Low
- Dental Assistants: 0.0% AI exposure, $48K median salary, risk Low
- Medical Assistants: 4.8% AI exposure, $46K median salary, risk Medium
- Medical Equipment Preparers: 0.0% AI exposure, $48K median salary, risk Low
- Medical Transcriptionists: 63.6% AI exposure, $40K median salary, risk Very High
- Pharmacy Aides: 2.2% AI exposure, $38K median salary, risk Medium
- Veterinary Assistants and Laboratory Animal Caretakers: 1.8% AI exposure, $38K median salary, risk Medium
- Phlebotomists: 0.0% AI exposure, $45K median salary, risk Low
- Healthcare Support Workers, All Other: 0.0% AI exposure, $48K median salary, risk Low
- First-Line Supervisors of Correctional Officers: 3.1% AI exposure, $78K median salary, risk Medium
- First-Line Supervisors of Police and Detectives: 0.0% AI exposure, $106K median salary, risk Low
- First-Line Supervisors of Firefighting and Prevention Workers: 0.0% AI exposure, $94K median salary, risk Low
- Firefighters: 0.0% AI exposure, $59K median salary, risk Low
- Fire Inspectors and Investigators: 0.0% AI exposure, $76K median salary, risk Low
- Forest Fire Inspectors and Prevention Specialists: 0.0% AI exposure, $57K median salary, risk Low
- Bailiffs: 0.0% AI exposure, $57K median salary, risk Low
- Correctional Officers and Jailers: 0.0% AI exposure, $59K median salary, risk Low
- Detectives and Criminal Investigators: 3.7% AI exposure, $94K median salary, risk Medium
- Fish and Game Wardens: 0.0% AI exposure, $74K median salary, risk Low
- Parking Enforcement Workers: 0.0% AI exposure, $47K median salary, risk Low
- Police and Sheriff's Patrol Officers: 12.3% AI exposure, $76K median salary, risk Medium
- Transit and Railroad Police: 0.0% AI exposure, $90K median salary, risk Low
- Animal Control Workers: 0.0% AI exposure, $46K median salary, risk Low
- Private Detectives and Investigators: 0.0% AI exposure, $51K median salary, risk Low
- Gambling Surveillance Officers and Gambling Investigators: 0.0% AI exposure, $43K median salary, risk Low
- Security Guards: 0.0% AI exposure, $38K median salary, risk Low
- Crossing Guards and Flaggers: 0.0% AI exposure, $38K median salary, risk Low
- Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers: 0.0% AI exposure, $34K median salary, risk Low
- Transportation Security Screeners: 0.0% AI exposure, $67K median salary, risk Low
- Protective Service Workers, All Other: 5.7% AI exposure, $43K median salary, risk Medium
- Chefs and Head Cooks: 0.0% AI exposure, $62K median salary, risk Low
- First-Line Supervisors of Food Preparation and Serving Workers: 5.6% AI exposure, $44K median salary, risk Medium
- Cooks, Fast Food: 0.0% AI exposure, $31K median salary, risk Low
- Cooks, Institution and Cafeteria: 0.0% AI exposure, $37K median salary, risk Low
- Cooks, Private Household: 0.0% AI exposure, $48K median salary, risk Low
- Cooks, Restaurant: 1.2% AI exposure, $37K median salary, risk Medium
- Cooks, Short Order: 0.0% AI exposure, $36K median salary, risk Low
- Food Preparation Workers: 0.0% AI exposure, $35K median salary, risk Low
- Bartenders: 0.0% AI exposure, $34K median salary, risk Low
- Fast Food and Counter Workers: 0.0% AI exposure, $31K median salary, risk Low
- Waiters and Waitresses: 0.0% AI exposure, $35K median salary, risk Low
- Food Servers, Nonrestaurant: 0.0% AI exposure, $35K median salary, risk Low
- Dining Room and Cafeteria Attendants and Bartender Helpers: 0.0% AI exposure, $34K median salary, risk Low
- Dishwashers: 0.0% AI exposure, $35K median salary, risk Low
- Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop: 7.3% AI exposure, $31K median salary, risk Medium
- First-Line Supervisors of Housekeeping and Janitorial Workers: 4.4% AI exposure, $49K median salary, risk Medium
- First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers: 10.8% AI exposure, $58K median salary, risk Medium
- Janitors and Cleaners, Except Maids and Housekeeping Cleaners: 0.0% AI exposure, $37K median salary, risk Low
- Maids and Housekeeping Cleaners: 0.0% AI exposure, $36K median salary, risk Low
- Pest Control Workers: 4.6% AI exposure, $45K median salary, risk Medium
- Landscaping and Groundskeeping Workers: 0.0% AI exposure, $39K median salary, risk Low
- Pesticide Handlers, Sprayers, and Applicators, Vegetation: 0.0% AI exposure, $46K median salary, risk Low
- Tree Trimmers and Pruners: 0.0% AI exposure, $51K median salary, risk Low
- First-Line Supervisors of Gambling Services Workers: 0.0% AI exposure, $64K median salary, risk Low
- First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services: 4.4% AI exposure, $49K median salary, risk Medium
- First-Line Supervisors of Personal Service Workers: 4.1% AI exposure, $49K median salary, risk Medium
- Animal Trainers: 0.0% AI exposure, $40K median salary, risk Low
- Animal Caretakers: 0.0% AI exposure, $35K median salary, risk Low
- Gambling Dealers: 0.0% AI exposure, $34K median salary, risk Low
- Gambling and Sports Book Writers and Runners: 0.0% AI exposure, $35K median salary, risk Low
- Motion Picture Projectionists: 0.0% AI exposure, $38K median salary, risk Low
- Ushers, Lobby Attendants, and Ticket Takers: 0.0% AI exposure, $33K median salary, risk Low
- Amusement and Recreation Attendants: 6.2% AI exposure, $32K median salary, risk Medium
- Costume Attendants: 0.0% AI exposure, $50K median salary, risk Low
- Locker Room, Coatroom, and Dressing Room Attendants: 0.0% AI exposure, $36K median salary, risk Low
- Embalmers: 0.0% AI exposure, $59K median salary, risk Low
- Funeral Attendants: 0.0% AI exposure, $36K median salary, risk Low
- Morticians, Undertakers, and Funeral Arrangers: 0.0% AI exposure, $55K median salary, risk Low
- Barbers: 0.0% AI exposure, $38K median salary, risk Low
- Hairdressers, Hairstylists, and Cosmetologists: 3.0% AI exposure, $36K median salary, risk Medium
- Makeup Artists, Theatrical and Performance: 0.0% AI exposure, $97K median salary, risk Low
- Manicurists and Pedicurists: 0.0% AI exposure, $36K median salary, risk Low
- Shampooers: 0.0% AI exposure, $33K median salary, risk Low
- Skincare Specialists: 0.0% AI exposure, $45K median salary, risk Low
- Baggage Porters and Bellhops: 7.3% AI exposure, $37K median salary, risk Medium
- Concierges: 18.8% AI exposure, $39K median salary, risk High
- Childcare Workers: 1.2% AI exposure, $35K median salary, risk Medium
- Exercise Trainers and Group Fitness Instructors: 0.0% AI exposure, $47K median salary, risk Low
- Recreation Workers: 0.0% AI exposure, $37K median salary, risk Low
- Residential Advisors: 6.7% AI exposure, $42K median salary, risk Medium
- First-Line Supervisors of Retail Sales Workers: 26.3% AI exposure, $49K median salary, risk High
- First-Line Supervisors of Non-Retail Sales Workers: 22.9% AI exposure, $88K median salary, risk High
- Cashiers: 8.5% AI exposure, $33K median salary, risk Medium
- Gambling Change Persons and Booth Cashiers: 0.0% AI exposure, $36K median salary, risk Low
- Counter and Rental Clerks: 20.5% AI exposure, $41K median salary, risk High
- Parts Salespersons: 0.0% AI exposure, $39K median salary, risk Low
- Retail Salespersons: 32.2% AI exposure, $35K median salary, risk Very High
- Advertising Sales Agents: 14.8% AI exposure, $65K median salary, risk High
- Insurance Sales Agents: 31.9% AI exposure, $62K median salary, risk Very High
- Securities, Commodities, and Financial Services Sales Agents: 44.1% AI exposure, $79K median salary, risk Very High
- Travel Agents: 40.5% AI exposure, $50K median salary, risk Very High
- Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products: 27.1% AI exposure, $105K median salary, risk High
- Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products: 62.8% AI exposure, $72K median salary, risk Very High
- Demonstrators and Product Promoters: 7.9% AI exposure, $39K median salary, risk Medium
- Models: 0.0% AI exposure, $48K median salary, risk Low
- Real Estate Brokers: 26.1% AI exposure, $73K median salary, risk High
- Real Estate Sales Agents: 28.3% AI exposure, $53K median salary, risk High
- Sales Engineers: 32.2% AI exposure, $125K median salary, risk Very High
- Telemarketers: 28.5% AI exposure, $35K median salary, risk High
- Door-to-Door Sales Workers, News and Street Vendors, and Related Workers: 17.6% AI exposure, $41K median salary, risk High
- First-Line Supervisors of Office and Administrative Support Workers: 18.6% AI exposure, $70K median salary, risk High
- Switchboard Operators, Including Answering Service: 38.6% AI exposure, $39K median salary, risk Very High
- Telephone Operators: 0.0% AI exposure, $42K median salary, risk Low
- Bill and Account Collectors: 29.9% AI exposure, $47K median salary, risk High
- Billing and Posting Clerks: 19.2% AI exposure, $49K median salary, risk High
- Bookkeeping, Accounting, and Auditing Clerks: 31.0% AI exposure, $51K median salary, risk High
- Gambling Cage Workers: 6.5% AI exposure, $38K median salary, risk Medium
- Payroll and Timekeeping Clerks: 4.9% AI exposure, $58K median salary, risk Medium
- Procurement Clerks: 24.4% AI exposure, $51K median salary, risk High
- Tellers: 2.3% AI exposure, $43K median salary, risk Medium
- Brokerage Clerks: 17.4% AI exposure, $66K median salary, risk High
- Correspondence Clerks: 27.9% AI exposure, $47K median salary, risk High
- Court, Municipal, and License Clerks: 10.2% AI exposure, $49K median salary, risk Medium
- Credit Authorizers, Checkers, and Clerks: 13.0% AI exposure, $50K median salary, risk Medium
- Customer Service Representatives: 70.1% AI exposure, $45K median salary, risk Very High
- Eligibility Interviewers, Government Programs: 6.0% AI exposure, $54K median salary, risk Medium
- File Clerks: 15.7% AI exposure, $44K median salary, risk High
- Hotel, Motel, and Resort Desk Clerks: 17.3% AI exposure, $35K median salary, risk High
- Interviewers, Except Eligibility and Loan: 38.5% AI exposure, $46K median salary, risk Very High
- Library Assistants, Clerical: 9.8% AI exposure, $37K median salary, risk Medium
- Loan Interviewers and Clerks: 20.2% AI exposure, $50K median salary, risk High
- New Accounts Clerks: 0.0% AI exposure, $48K median salary, risk Low
- Order Clerks: 7.5% AI exposure, $46K median salary, risk Medium
- Human Resources Assistants, Except Payroll and Timekeeping: 40.5% AI exposure, $51K median salary, risk Very High
- Receptionists and Information Clerks: 43.4% AI exposure, $38K median salary, risk Very High
- Reservation and Transportation Ticket Agents and Travel Clerks: 24.7% AI exposure, $44K median salary, risk High
- Cargo and Freight Agents: 1.7% AI exposure, $52K median salary, risk Medium
- Couriers and Messengers: 4.1% AI exposure, $39K median salary, risk Medium
- Public Safety Telecommunicators: 4.7% AI exposure, $53K median salary, risk Medium
- Dispatchers, Except Police, Fire, and Ambulance: 22.6% AI exposure, $50K median salary, risk High
- Meter Readers, Utilities: 0.0% AI exposure, $48K median salary, risk Low
- Postal Service Clerks: 0.0% AI exposure, $62K median salary, risk Low
- Postal Service Mail Carriers: 0.0% AI exposure, $61K median salary, risk Low
- Postal Service Mail Sorters, Processors, and Processing Machine Operators: 0.0% AI exposure, $58K median salary, risk Low
- Production, Planning, and Expediting Clerks: 9.3% AI exposure, $60K median salary, risk Medium
- Shipping, Receiving, and Inventory Clerks: 0.0% AI exposure, $45K median salary, risk Low
- Weighers, Measurers, Checkers, and Samplers, Recordkeeping: 0.0% AI exposure, $46K median salary, risk Low
- Executive Secretaries and Executive Administrative Assistants: 23.4% AI exposure, $77K median salary, risk High
- Legal Secretaries and Administrative Assistants: 0.0% AI exposure, $56K median salary, risk Low
- Medical Secretaries and Administrative Assistants: 36.2% AI exposure, $46K median salary, risk Very High
- Secretaries and Administrative Assistants, Except Legal, Medical, and Executive: 45.3% AI exposure, $48K median salary, risk Very High
- Data Entry Keyers: 67.1% AI exposure, $41K median salary, risk Very High
- Word Processors and Typists: 23.8% AI exposure, $49K median salary, risk High
- Desktop Publishers: 46.4% AI exposure, $55K median salary, risk Very High
- Insurance Claims and Policy Processing Clerks: 14.7% AI exposure, $49K median salary, risk High
- Mail Clerks and Mail Machine Operators, Except Postal Service: 0.0% AI exposure, $39K median salary, risk Low
- Office Clerks, General: 45.0% AI exposure, $45K median salary, risk Very High
- Office Machine Operators, Except Computer: 2.4% AI exposure, $41K median salary, risk Medium
- Proofreaders and Copy Markers: 17.8% AI exposure, $51K median salary, risk High
- Statistical Assistants: 51.0% AI exposure, $50K median salary, risk Very High
- First-Line Supervisors of Farming, Fishing, and Forestry Workers: 0.0% AI exposure, $59K median salary, risk Low
- Agricultural Inspectors: 0.0% AI exposure, $50K median salary, risk Low
- Animal Breeders: 0.0% AI exposure, $51K median salary, risk Low
- Graders and Sorters, Agricultural Products: 0.0% AI exposure, $36K median salary, risk Low
- Agricultural Equipment Operators: 0.0% AI exposure, $42K median salary, risk Low
- Farmworkers and Laborers, Crop, Nursery, and Greenhouse: 2.0% AI exposure, $36K median salary, risk Medium
- Farmworkers, Farm, Ranch, and Aquacultural Animals: 0.0% AI exposure, $37K median salary, risk Low
- Forest and Conservation Workers: 0.0% AI exposure, $44K median salary, risk Low
- Fallers: 0.0% AI exposure, $52K median salary, risk Low
- Logging Equipment Operators: 0.0% AI exposure, $50K median salary, risk Low
- Log Graders and Scalers: 0.0% AI exposure, $46K median salary, risk Low
- First-Line Supervisors of Construction Trades and Extraction Workers: 3.0% AI exposure, $80K median salary, risk Medium
- Boilermakers: 0.0% AI exposure, $76K median salary, risk Low
- Brickmasons and Blockmasons: 0.0% AI exposure, $62K median salary, risk Low
- Stonemasons: 0.0% AI exposure, $57K median salary, risk Low
- Carpenters: 0.0% AI exposure, $61K median salary, risk Low
- Carpet Installers: 0.0% AI exposure, $50K median salary, risk Low
- Floor Layers, Except Carpet, Wood, and Hard Tiles: 0.0% AI exposure, $56K median salary, risk Low
- Floor Sanders and Finishers: 0.0% AI exposure, $50K median salary, risk Low
- Tile and Stone Setters: 0.0% AI exposure, $56K median salary, risk Low
- Cement Masons and Concrete Finishers: 0.0% AI exposure, $57K median salary, risk Low
- Terrazzo Workers and Finishers: 0.0% AI exposure, $76K median salary, risk Low
- Construction Laborers: 2.8% AI exposure, $47K median salary, risk Medium
- Paving, Surfacing, and Tamping Equipment Operators: 0.0% AI exposure, $53K median salary, risk Low
- Pile Driver Operators: 0.0% AI exposure, $73K median salary, risk Low
- Operating Engineers and Other Construction Equipment Operators: 0.0% AI exposure, $60K median salary, risk Low
- Drywall and Ceiling Tile Installers: 0.0% AI exposure, $59K median salary, risk Low
- Tapers: 0.0% AI exposure, $68K median salary, risk Low
- Electricians: 0.0% AI exposure, $63K median salary, risk Low
- Glaziers: 0.0% AI exposure, $57K median salary, risk Low
- Insulation Workers, Floor, Ceiling, and Wall: 0.0% AI exposure, $49K median salary, risk Low
- Insulation Workers, Mechanical: 4.4% AI exposure, $58K median salary, risk Medium
- Painters, Construction and Maintenance: 0.0% AI exposure, $49K median salary, risk Low
- Paperhangers: 0.0% AI exposure, $52K median salary, risk Low
- Pipelayers: 0.0% AI exposure, $49K median salary, risk Low
- Plumbers, Pipefitters, and Steamfitters: 1.2% AI exposure, $64K median salary, risk Medium
- Plasterers and Stucco Masons: 0.0% AI exposure, $58K median salary, risk Low
- Reinforcing Iron and Rebar Workers: 0.0% AI exposure, $59K median salary, risk Low
- Roofers: 1.6% AI exposure, $55K median salary, risk Medium
- Sheet Metal Workers: 0.0% AI exposure, $62K median salary, risk Low
- Structural Iron and Steel Workers: 4.9% AI exposure, $63K median salary, risk Medium
- Solar Photovoltaic Installers: 0.0% AI exposure, $53K median salary, risk Low
- Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters: 0.0% AI exposure, $48K median salary, risk Low
- Helpers--Carpenters: 0.0% AI exposure, $44K median salary, risk Low
- Helpers--Electricians: 0.0% AI exposure, $43K median salary, risk Low
- Helpers--Painters, Paperhangers, Plasterers, and Stucco Masons: 0.0% AI exposure, $40K median salary, risk Low
- Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters: 0.0% AI exposure, $42K median salary, risk Low
- Helpers--Roofers: 0.0% AI exposure, $44K median salary, risk Low
- Construction and Building Inspectors: 4.8% AI exposure, $75K median salary, risk Medium
- Elevator and Escalator Installers and Repairers: 0.0% AI exposure, $110K median salary, risk Low
- Fence Erectors: 0.0% AI exposure, $48K median salary, risk Low
- Hazardous Materials Removal Workers: 0.0% AI exposure, $49K median salary, risk Low
- Highway Maintenance Workers: 0.0% AI exposure, $50K median salary, risk Low
- Rail-Track Laying and Maintenance Equipment Operators: 0.0% AI exposure, $70K median salary, risk Low
- Septic Tank Servicers and Sewer Pipe Cleaners: 0.0% AI exposure, $50K median salary, risk Low
- Derrick Operators, Oil and Gas: 0.0% AI exposure, $59K median salary, risk Low
- Rotary Drill Operators, Oil and Gas: 0.0% AI exposure, $68K median salary, risk Low
- Service Unit Operators, Oil and Gas: 0.0% AI exposure, $58K median salary, risk Low
- Excavating and Loading Machine and Dragline Operators, Surface Mining: 0.0% AI exposure, $57K median salary, risk Low
- Earth Drillers, Except Oil and Gas: 0.0% AI exposure, $60K median salary, risk Low
- Explosives Workers, Ordnance Handling Experts, and Blasters: 0.0% AI exposure, $61K median salary, risk Low
- Continuous Mining Machine Operators: 0.0% AI exposure, $62K median salary, risk Low
- Roof Bolters, Mining: 0.0% AI exposure, $79K median salary, risk Low
- Loading and Moving Machine Operators, Underground Mining: 0.0% AI exposure, $75K median salary, risk Low
- Rock Splitters, Quarry: 0.0% AI exposure, $49K median salary, risk Low
- Roustabouts, Oil and Gas: 0.0% AI exposure, $47K median salary, risk Low
- Helpers--Extraction Workers: 0.0% AI exposure, $48K median salary, risk Low
- First-Line Supervisors of Mechanics, Installers, and Repairers: 10.2% AI exposure, $80K median salary, risk Medium
- Computer, Automated Teller, and Office Machine Repairers: 10.7% AI exposure, $48K median salary, risk Medium
- Radio, Cellular, and Tower Equipment Installers and Repairers: 0.0% AI exposure, $64K median salary, risk Low
- Telecommunications Equipment Installers and Repairers, Except Line Installers: 3.3% AI exposure, $64K median salary, risk Medium
- Avionics Technicians: 0.0% AI exposure, $82K median salary, risk Low
- Electric Motor, Power Tool, and Related Repairers: 0.0% AI exposure, $56K median salary, risk Low
- Electrical and Electronics Installers and Repairers, Transportation Equipment: 0.0% AI exposure, $85K median salary, risk Low
- Electrical and Electronics Repairers, Commercial and Industrial Equipment: 0.0% AI exposure, $74K median salary, risk Low
- Electrical and Electronics Repairers, Powerhouse, Substation, and Relay: 0.0% AI exposure, $103K median salary, risk Low
- Electronic Equipment Installers and Repairers, Motor Vehicles: 0.0% AI exposure, $48K median salary, risk Low
- Audiovisual Equipment Installers and Repairers: 0.0% AI exposure, $53K median salary, risk Low
- Security and Fire Alarm Systems Installers: 3.0% AI exposure, $60K median salary, risk Medium
- Aircraft Mechanics and Service Technicians: 0.0% AI exposure, $80K median salary, risk Low
- Automotive Body and Related Repairers: 0.0% AI exposure, $55K median salary, risk Low
- Automotive Glass Installers and Repairers: 0.0% AI exposure, $48K median salary, risk Low
- Automotive Service Technicians and Mechanics: 0.0% AI exposure, $51K median salary, risk Low
- Bus and Truck Mechanics and Diesel Engine Specialists: 0.0% AI exposure, $62K median salary, risk Low
- Farm Equipment Mechanics and Service Technicians: 0.0% AI exposure, $57K median salary, risk Low
- Mobile Heavy Equipment Mechanics, Except Engines: 0.0% AI exposure, $66K median salary, risk Low
- Rail Car Repairers: 0.0% AI exposure, $68K median salary, risk Low
- Motorboat Mechanics and Service Technicians: 0.0% AI exposure, $58K median salary, risk Low
- Motorcycle Mechanics: 0.0% AI exposure, $49K median salary, risk Low
- Outdoor Power Equipment and Other Small Engine Mechanics: 0.0% AI exposure, $48K median salary, risk Low
- Bicycle Repairers: 0.0% AI exposure, $43K median salary, risk Low
- Recreational Vehicle Service Technicians: 0.0% AI exposure, $52K median salary, risk Low
- Tire Repairers and Changers: 0.0% AI exposure, $38K median salary, risk Low
- Mechanical Door Repairers: 0.0% AI exposure, $56K median salary, risk Low
- Control and Valve Installers and Repairers, Except Mechanical Door: 0.0% AI exposure, $74K median salary, risk Low
- Heating, Air Conditioning, and Refrigeration Mechanics and Installers: 1.9% AI exposure, $61K median salary, risk Medium
- Home Appliance Repairers: 0.0% AI exposure, $51K median salary, risk Low
- Industrial Machinery Mechanics: 2.4% AI exposure, $65K median salary, risk Medium
- Maintenance Workers, Machinery: 0.0% AI exposure, $61K median salary, risk Low
- Millwrights: 0.0% AI exposure, $66K median salary, risk Low
- Refractory Materials Repairers, Except Brickmasons: 0.0% AI exposure, $61K median salary, risk Low
- Electrical Power-Line Installers and Repairers: 0.0% AI exposure, $95K median salary, risk Low
- Telecommunications Line Installers and Repairers: 0.0% AI exposure, $74K median salary, risk Low
- Camera and Photographic Equipment Repairers: 4.1% AI exposure, $53K median salary, risk Medium
- Medical Equipment Repairers: 0.0% AI exposure, $62K median salary, risk Low
- Musical Instrument Repairers and Tuners: 0.0% AI exposure, $46K median salary, risk Low
- Watch and Clock Repairers: 0.0% AI exposure, $67K median salary, risk Low
- Maintenance and Repair Workers, General: 0.0% AI exposure, $50K median salary, risk Low
- Wind Turbine Service Technicians: 0.0% AI exposure, $64K median salary, risk Low
- Coin, Vending, and Amusement Machine Servicers and Repairers: 0.0% AI exposure, $47K median salary, risk Low
- Commercial Divers: 0.0% AI exposure, $73K median salary, risk Low
- Locksmiths and Safe Repairers: 0.0% AI exposure, $51K median salary, risk Low
- Manufactured Building and Mobile Home Installers: 0.0% AI exposure, $46K median salary, risk Low
- Riggers: 0.0% AI exposure, $63K median salary, risk Low
- Signal and Track Switch Repairers: 0.0% AI exposure, $92K median salary, risk Low
- Helpers--Installation, Maintenance, and Repair Workers: 0.0% AI exposure, $40K median salary, risk Low
- Installation, Maintenance, and Repair Workers, All Other: 0.0% AI exposure, $49K median salary, risk Low
- First-Line Supervisors of Production and Operating Workers: 0.0% AI exposure, $74K median salary, risk Low
- Aircraft Structure, Surfaces, Rigging, and Systems Assemblers: 4.9% AI exposure, $65K median salary, risk Medium
- Coil Winders, Tapers, and Finishers: 0.0% AI exposure, $48K median salary, risk Low
- Engine and Other Machine Assemblers: 0.0% AI exposure, $54K median salary, risk Low
- Structural Metal Fabricators and Fitters: 0.0% AI exposure, $51K median salary, risk Low
- Fiberglass Laminators and Fabricators: 0.0% AI exposure, $47K median salary, risk Low
- Timing Device Assemblers and Adjusters: 3.9% AI exposure, $63K median salary, risk Medium
- Bakers: 0.0% AI exposure, $37K median salary, risk Low
- Butchers and Meat Cutters: 0.0% AI exposure, $40K median salary, risk Low
- Meat, Poultry, and Fish Cutters and Trimmers: 0.0% AI exposure, $38K median salary, risk Low
- Slaughterers and Meat Packers: 0.0% AI exposure, $40K median salary, risk Low
- Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders: 0.0% AI exposure, $45K median salary, risk Low
- Food Batchmakers: 0.0% AI exposure, $42K median salary, risk Low
- Food Cooking Machine Operators and Tenders: 0.0% AI exposure, $42K median salary, risk Low
- Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic: 0.0% AI exposure, $48K median salary, risk Low
- Forging Machine Setters, Operators, and Tenders, Metal and Plastic: 0.0% AI exposure, $49K median salary, risk Low
- Rolling Machine Setters, Operators, and Tenders, Metal and Plastic: 0.0% AI exposure, $50K median salary, risk Low
- Cutting, Punching, and Press Machine Setters, Operators, and Tenders, Metal and Plastic: 0.0% AI exposure, $46K median salary, risk Low
- Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic: 0.0% AI exposure, $49K median salary, risk Low
- Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic: 0.0% AI exposure, $47K median salary, risk Low
- Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic: 0.0% AI exposure, $51K median salary, risk Low
- Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic: 0.0% AI exposure, $53K median salary, risk Low
- Machinists: 0.0% AI exposure, $59K median salary, risk Low
- Metal-Refining Furnace Operators and Tenders: 0.0% AI exposure, $54K median salary, risk Low
- Pourers and Casters, Metal: 0.0% AI exposure, $52K median salary, risk Low
- Model Makers, Metal and Plastic: 0.0% AI exposure, $63K median salary, risk Low
- Patternmakers, Metal and Plastic: 0.0% AI exposure, $58K median salary, risk Low
- Foundry Mold and Coremakers: 0.0% AI exposure, $48K median salary, risk Low
- Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic: 0.0% AI exposure, $44K median salary, risk Low
- Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic: 0.0% AI exposure, $47K median salary, risk Low
- Tool and Die Makers: 0.0% AI exposure, $64K median salary, risk Low
- Welders, Cutters, Solderers, and Brazers: 0.0% AI exposure, $54K median salary, risk Low
- Welding, Soldering, and Brazing Machine Setters, Operators, and Tenders: 0.0% AI exposure, $48K median salary, risk Low
- Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic: 0.0% AI exposure, $49K median salary, risk Low
- Layout Workers, Metal and Plastic: 0.0% AI exposure, $64K median salary, risk Low
- Plating Machine Setters, Operators, and Tenders, Metal and Plastic: 0.0% AI exposure, $44K median salary, risk Low
- Tool Grinders, Filers, and Sharpeners: 0.0% AI exposure, $50K median salary, risk Low
- Prepress Technicians and Workers: 10.2% AI exposure, $49K median salary, risk Medium
- Printing Press Operators: 0.0% AI exposure, $46K median salary, risk Low
- Print Binding and Finishing Workers: 0.0% AI exposure, $42K median salary, risk Low
- Laundry and Dry-Cleaning Workers: 0.0% AI exposure, $35K median salary, risk Low
- Pressers, Textile, Garment, and Related Materials: 0.0% AI exposure, $35K median salary, risk Low
- Sewing Machine Operators: 0.0% AI exposure, $37K median salary, risk Low
- Shoe and Leather Workers and Repairers: 0.0% AI exposure, $38K median salary, risk Low
- Shoe Machine Operators and Tenders: 0.0% AI exposure, $36K median salary, risk Low
- Sewers, Hand: 0.0% AI exposure, $36K median salary, risk Low
- Tailors, Dressmakers, and Custom Sewers: 3.4% AI exposure, $42K median salary, risk Medium
- Textile Bleaching and Dyeing Machine Operators and Tenders: 2.1% AI exposure, $38K median salary, risk Medium
- Textile Cutting Machine Setters, Operators, and Tenders: 1.5% AI exposure, $39K median salary, risk Medium
- Textile Knitting and Weaving Machine Setters, Operators, and Tenders: 3.2% AI exposure, $40K median salary, risk Medium
- Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders: 0.0% AI exposure, $39K median salary, risk Low
- Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers: 0.0% AI exposure, $46K median salary, risk Low
- Fabric and Apparel Patternmakers: 0.0% AI exposure, $63K median salary, risk Low
- Upholsterers: 0.0% AI exposure, $46K median salary, risk Low
- Cabinetmakers and Bench Carpenters: 0.0% AI exposure, $47K median salary, risk Low
- Furniture Finishers: 0.0% AI exposure, $45K median salary, risk Low
- Model Makers, Wood: 0.0% AI exposure, $57K median salary, risk Low
- Patternmakers, Wood: 3.0% AI exposure, $50K median salary, risk Medium
- Sawing Machine Setters, Operators, and Tenders, Wood: 0.0% AI exposure, $43K median salary, risk Low
- Woodworking Machine Setters, Operators, and Tenders, Except Sawing: 0.0% AI exposure, $43K median salary, risk Low
- Nuclear Power Reactor Operators: 0.0% AI exposure, $123K median salary, risk Low
- Power Distributors and Dispatchers: 0.0% AI exposure, $107K median salary, risk Low
- Power Plant Operators: 2.6% AI exposure, $102K median salary, risk Medium
- Stationary Engineers and Boiler Operators: 0.0% AI exposure, $79K median salary, risk Low
- Water and Wastewater Treatment Plant and System Operators: 0.0% AI exposure, $60K median salary, risk Low
- Chemical Plant and System Operators: 0.0% AI exposure, $78K median salary, risk Low
- Gas Plant Operators: 7.2% AI exposure, $88K median salary, risk Medium
- Petroleum Pump System Operators, Refinery Operators, and Gaugers: 4.0% AI exposure, $97K median salary, risk Medium
- Plant and System Operators, All Other: 0.0% AI exposure, $62K median salary, risk Low
- Chemical Equipment Operators and Tenders: 0.0% AI exposure, $58K median salary, risk Low
- Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders: 0.0% AI exposure, $52K median salary, risk Low
- Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders: 4.3% AI exposure, $49K median salary, risk Medium
- Grinding and Polishing Workers, Hand: 0.0% AI exposure, $43K median salary, risk Low
- Mixing and Blending Machine Setters, Operators, and Tenders: 0.0% AI exposure, $49K median salary, risk Low
- Cutters and Trimmers, Hand: 0.0% AI exposure, $38K median salary, risk Low
- Cutting and Slicing Machine Setters, Operators, and Tenders: 3.2% AI exposure, $47K median salary, risk Medium
- Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders: 0.0% AI exposure, $46K median salary, risk Low
- Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders: 0.0% AI exposure, $48K median salary, risk Low
- Inspectors, Testers, Sorters, Samplers, and Weighers: 3.2% AI exposure, $49K median salary, risk Medium
- Jewelers and Precious Stone and Metal Workers: 0.0% AI exposure, $53K median salary, risk Low
- Dental Laboratory Technicians: 0.0% AI exposure, $50K median salary, risk Low
- Medical Appliance Technicians: 0.0% AI exposure, $48K median salary, risk Low
- Ophthalmic Laboratory Technicians: 0.0% AI exposure, $39K median salary, risk Low
- Packaging and Filling Machine Operators and Tenders: 0.0% AI exposure, $43K median salary, risk Low
- Painting, Coating, and Decorating Workers: 0.0% AI exposure, $42K median salary, risk Low
- Coating, Painting, and Spraying Machine Setters, Operators, and Tenders: 0.0% AI exposure, $48K median salary, risk Low
- Semiconductor Processing Technicians: 0.0% AI exposure, $51K median salary, risk Low
- Photographic Process Workers and Processing Machine Operators: 1.1% AI exposure, $41K median salary, risk Medium
- Computer Numerically Controlled Tool Operators: 2.1% AI exposure, $51K median salary, risk Medium
- Computer Numerically Controlled Tool Programmers: 12.1% AI exposure, $68K median salary, risk Medium
- Adhesive Bonding Machine Operators and Tenders: 0.0% AI exposure, $46K median salary, risk Low
- Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders: 0.0% AI exposure, $44K median salary, risk Low
- Cooling and Freezing Equipment Operators and Tenders: 0.0% AI exposure, $41K median salary, risk Low
- Etchers and Engravers: 0.0% AI exposure, $43K median salary, risk Low
- Molders, Shapers, and Casters, Except Metal and Plastic: 0.0% AI exposure, $46K median salary, risk Low
- Paper Goods Machine Setters, Operators, and Tenders: 0.0% AI exposure, $50K median salary, risk Low
- Tire Builders: 0.0% AI exposure, $57K median salary, risk Low
- Helpers--Production Workers: 3.9% AI exposure, $39K median salary, risk Medium
- Aircraft Cargo Handling Supervisors: 0.0% AI exposure, $58K median salary, risk Low
- Airline Pilots, Copilots, and Flight Engineers: 0.0% AI exposure, $232K median salary, risk Low
- Commercial Pilots: 0.0% AI exposure, $123K median salary, risk Low
- Air Traffic Controllers: 0.0% AI exposure, $148K median salary, risk Low
- Airfield Operations Specialists: 4.8% AI exposure, $57K median salary, risk Medium
- Flight Attendants: 9.1% AI exposure, $64K median salary, risk Medium
- Ambulance Drivers and Attendants, Except Emergency Medical Technicians: 0.0% AI exposure, $35K median salary, risk Low
- Driver/Sales Workers: 2.8% AI exposure, $39K median salary, risk Medium
- Heavy and Tractor-Trailer Truck Drivers: 0.0% AI exposure, $59K median salary, risk Low
- Light Truck Drivers: 0.0% AI exposure, $45K median salary, risk Low
- Bus Drivers, School: 0.0% AI exposure, $48K median salary, risk Low
- Bus Drivers, Transit and Intercity: 0.0% AI exposure, $59K median salary, risk Low
- Shuttle Drivers and Chauffeurs: 0.0% AI exposure, $37K median salary, risk Low
- Taxi Drivers: 0.0% AI exposure, $42K median salary, risk Low
- Locomotive Engineers: 0.0% AI exposure, $81K median salary, risk Low
- Rail Yard Engineers, Dinkey Operators, and Hostlers: 0.0% AI exposure, $61K median salary, risk Low
- Railroad Brake, Signal, and Switch Operators and Locomotive Firers: 0.0% AI exposure, $69K median salary, risk Low
- Railroad Conductors and Yardmasters: 0.0% AI exposure, $78K median salary, risk Low
- Subway and Streetcar Operators: 0.0% AI exposure, $86K median salary, risk Low
- Sailors and Marine Oilers: 0.0% AI exposure, $52K median salary, risk Low
- Captains, Mates, and Pilots of Water Vessels: 0.0% AI exposure, $92K median salary, risk Low
- Motorboat Operators: 0.0% AI exposure, $48K median salary, risk Low
- Ship Engineers: 0.0% AI exposure, $110K median salary, risk Low
- Bridge and Lock Tenders: 0.0% AI exposure, $58K median salary, risk Low
- Parking Attendants: 0.0% AI exposure, $35K median salary, risk Low
- Automotive and Watercraft Service Attendants: 0.0% AI exposure, $36K median salary, risk Low
- Traffic Technicians: 0.0% AI exposure, $59K median salary, risk Low
- Transportation Inspectors: 0.0% AI exposure, $92K median salary, risk Low
- Passenger Attendants: 11.7% AI exposure, $38K median salary, risk Medium
- Conveyor Operators and Tenders: 0.0% AI exposure, $42K median salary, risk Low
- Crane and Tower Operators: 0.0% AI exposure, $68K median salary, risk Low
- Dredge Operators: 0.0% AI exposure, $50K median salary, risk Low
- Hoist and Winch Operators: 0.0% AI exposure, $56K median salary, risk Low
- Industrial Truck and Tractor Operators: 0.0% AI exposure, $46K median salary, risk Low
- Cleaners of Vehicles and Equipment: 0.0% AI exposure, $36K median salary, risk Low
- Laborers and Freight, Stock, and Material Movers, Hand: 0.0% AI exposure, $40K median salary, risk Low
- Machine Feeders and Offbearers: 0.0% AI exposure, $41K median salary, risk Low
- Packers and Packagers, Hand: 0.0% AI exposure, $36K median salary, risk Low
- Stockers and Order Fillers: 0.0% AI exposure, $37K median salary, risk Low
- Gas Compressor and Gas Pumping Station Operators: 0.0% AI exposure, $77K median salary, risk Low
- Pump Operators, Except Wellhead Pumpers: 0.0% AI exposure, $62K median salary, risk Low
- Wellhead Pumpers: 0.0% AI exposure, $70K median salary, risk Low
- Refuse and Recyclable Material Collectors: 0.0% AI exposure, $50K median salary, risk Low
- Tank Car, Truck, and Ship Loaders: 0.0% AI exposure, $59K median salary, risk Low
Employment Bar Chart Race (2019–2025)
Top 15 occupations by total employment, animated year-by-year. Bar color indicates AI exposure risk.
Employment Bar Chart Race (2019–2025)
Top 15 occupations by total employment, animated year-by-year. Bar color indicates AI exposure risk.
20192025
Year: 2019
LowMediumHighVery Highbar width = employment
| Rank | Occupation | bar width = employment |
|---|---|---|
| 1 | Retail Salespersons | 4,317,950 |
| 2 | Fast Food and Counter Workers | 3,996,820 |
| 3 | Cashiers | 3,596,630 |
| 4 | Registered Nurses | 2,982,280 |
| 5 | Office Clerks, General | 2,956,060 |
| 6 | Laborers and Freight, Stock, and Material Movers, Hand | 2,953,170 |
| 7 | Customer Service Representatives | 2,919,230 |
| 8 | Waiters and Waitresses | 2,579,020 |
| 9 | General and Operations Managers | 2,400,280 |
| 10 | Janitors and Cleaners, Except Maids and Housekeeping Cleaners | 2,145,450 |
| 11 | Stockers and Order Fillers | 2,135,850 |
| 12 | Secretaries and Administrative Assistants, Except Legal, Medical, and Executive | 2,038,340 |
| 13 | Heavy and Tractor-Trailer Truck Drivers | 1,856,130 |
| 14 | Bookkeeping, Accounting, and Auditing Clerks | 1,512,660 |
| 15 | First-Line Supervisors of Office and Administrative Support Workers | 1,487,870 |
Country × AI Readiness Heatmap
Real AI metrics for 25 major economies — usage index, GenAI diffusion, IMF AI Readiness, and four AIPI sub-indices. Each metric is independently normalised to 0–1 for colour comparability. View sources →
AI Exposure Legend
Low AI Exposure< 30%
Medium AI Exposure30–60%
High AI Exposure60–85%
Very High AI Exposure> 85%
Heatmap comparing 25 countries on 8 AI metrics: AI Usage Index, GenAI Diffusion %, AI Readiness (IMF AIPI), Government AI Readiness (Oxford, 0–100), Digital Infrastructure, Human Capital, Innovation, and Regulation & Ethics sub-indices. Each metric is independently normalized 0–1 for color comparison. Grey cells indicate no data. A data table follows for keyboard and screen-reader access.
| Country | AI Usage | Diffusion | Readiness | Gov. Ready | Dig. Infra | H. Capital | Innovation | Reg./Ethics |
|---|---|---|---|---|---|---|---|---|
| United States | 3.62 idx | 31.3% | 0.771 | 84.8 | 0.188 | 0.183 | 0.182 | 0.218 |
| China | — | 16.4% | 0.635 | 70.9 | 0.190 | 0.150 | 0.147 | 0.148 |
| India | 0.27 idx | 17.6% | 0.493 | 62.6 | 0.106 | 0.124 | 0.111 | 0.152 |
| United Kingdom | 2.67 idx | 42.2% | 0.731 | 78.6 | 0.182 | 0.173 | 0.163 | 0.213 |
| Germany | 1.84 idx | 31.1% | 0.753 | 75.3 | 0.185 | 0.185 | 0.179 | 0.204 |
| France | 1.94 idx | 47.8% | 0.698 | 76.1 | 0.182 | 0.162 | 0.172 | 0.181 |
| Japan | 1.86 idx | 22.5% | 0.733 | 75.1 | 0.177 | 0.171 | 0.182 | 0.203 |
| Canada | 2.91 idx | 37.3% | 0.713 | 77.1 | 0.172 | 0.175 | 0.161 | 0.206 |
| Australia | 4.10 idx | 39.5% | 0.727 | 73.9 | 0.182 | 0.171 | 0.162 | 0.212 |
| South Korea | 3.73 idx | 37.1% | 0.727 | 75.7 | 0.181 | 0.164 | 0.183 | 0.199 |
| Singapore | 4.57 idx | 63.4% | 0.801 | 82.0 | 0.209 | 0.195 | 0.181 | 0.216 |
| Brazil | 0.93 idx | 19.1% | 0.501 | 63.7 | 0.139 | 0.115 | 0.108 | 0.139 |
| Mexico | 0.40 idx | 20.1% | 0.532 | 50.4 | 0.127 | 0.136 | 0.131 | 0.137 |
| Indonesia | 0.36 idx | 14.1% | 0.516 | 61.0 | 0.120 | 0.130 | 0.106 | 0.161 |
| Turkey | 0.68 idx | 17.4% | 0.540 | 60.5 | 0.141 | 0.139 | 0.126 | 0.134 |
| The Netherlands | 2.56 idx | 42.1% | 0.766 | 74.5 | 0.191 | 0.169 | 0.182 | 0.224 |
| Italy | 1.47 idx | 30.2% | 0.621 | 67.6 | 0.168 | 0.135 | 0.163 | 0.155 |
| Sweden | 2.20 idx | 36.1% | 0.748 | 72.5 | 0.183 | 0.171 | 0.184 | 0.210 |
| United Arab Emirates | 1.29 idx | 70.1% | 0.628 | 70.4 | 0.152 | 0.154 | 0.151 | 0.171 |
| South Africa | 0.46 idx | 23.1% | 0.497 | 47.3 | 0.124 | 0.120 | 0.110 | 0.143 |
| Poland | 1.61 idx | 31.0% | 0.597 | 63.1 | 0.165 | 0.144 | 0.141 | 0.146 |
| Switzerland | 2.81 idx | 37.8% | 0.757 | 68.6 | 0.190 | 0.188 | 0.172 | 0.208 |
| Denmark | 2.31 idx | 31.2% | 0.779 | 73.9 | 0.202 | 0.177 | 0.182 | 0.218 |
| Spain | 1.26 idx | 44.2% | 0.648 | 67.5 | 0.170 | 0.150 | 0.158 | 0.171 |
| Nigeria | 0.20 idx | 10.1% | 0.336 | 39.9 | 0.080 | 0.094 | 0.091 | 0.072 |
Sector Details
Management
Avg Risk13.2%
Bright Outlook40%
Avg Salary$117,575
Occupations35
Employment: 10,987,630 · Exposure: Low
Business and Financial Operations
Avg Risk29.0%
Bright Outlook48%
Avg Salary$80,773
Occupations29
Employment: 8,922,070 · Exposure: Low
Computer and Mathematical
Avg Risk35.3%
Bright Outlook19%
Avg Salary$109,411
Occupations21
Employment: 5,260,120 · Exposure: Medium
Architecture and Engineering
Avg Risk4.5%
Bright Outlook15%
Avg Salary$97,851
Occupations34
Employment: 2,586,120 · Exposure: Low
Life, Physical, and Social Science
Avg Risk9.7%
Bright Outlook37%
Avg Salary$91,407
Occupations46
Employment: 1,462,980 · Exposure: Low
Community and Social Service
Avg Risk4.1%
Bright Outlook75%
Avg Salary$58,905
Occupations12
Employment: 1,961,740 · Exposure: Low
Legal
Avg Risk20.6%
Bright Outlook29%
Avg Salary$99,073
Occupations7
Employment: 1,258,860 · Exposure: Low
Education, Training, and Library
Avg Risk17.9%
Bright Outlook47%
Avg Salary$78,758
Occupations57
Employment: 6,495,810 · Exposure: Low
Arts, Design, Entertainment, Sports, and Media
Avg Risk18.3%
Bright Outlook18%
Avg Salary$65,191
Occupations34
Employment: 1,964,450 · Exposure: Low
Healthcare Practitioners and Technical
Avg Risk5.4%
Bright Outlook62%
Avg Salary$149,064
Occupations65
Employment: 9,407,020 · Exposure: Low
Healthcare Support
Avg Risk1.9%
Bright Outlook69%
Avg Salary$46,897
Occupations16
Employment: 3,595,860 · Exposure: Low
Protective Service
Avg Risk2.6%
Bright Outlook19%
Avg Salary$63,116
Occupations21
Employment: 3,596,010 · Exposure: Low
Food Preparation and Serving Related
Avg Risk0.9%
Bright Outlook60%
Avg Salary$37,836
Occupations15
Employment: 13,576,780 · Exposure: Low
Building and Grounds Cleaning and Maintenance
Avg Risk0.6%
Bright Outlook100%
Avg Salary$45,198
Occupations8
Employment: 4,517,420 · Exposure: Low
Personal Care and Service
Avg Risk2.1%
Bright Outlook52%
Avg Salary$43,220
Occupations27
Employment: 3,117,700 · Exposure: Low
Sales and Related
Avg Risk27.4%
Bright Outlook35%
Avg Salary$58,449
Occupations20
Employment: 12,075,090 · Exposure: Low
Office and Administrative Support
Avg Risk33.9%
Bright Outlook22%
Avg Salary$49,142
Occupations50
Employment: 17,388,780 · Exposure: Medium
Farming, Fishing, and Forestry
Avg Risk1.3%
Bright Outlook9%
Avg Salary$45,639
Occupations11
Employment: 429,000 · Exposure: Low
Construction and Extraction
Avg Risk1.2%
Bright Outlook70%
Avg Salary$58,400
Occupations56
Employment: 6,363,330 · Exposure: Low
Installation, Maintenance, and Repair
Avg Risk1.6%
Bright Outlook24%
Avg Salary$61,101
Occupations50
Employment: 6,076,810 · Exposure: Low
Production
Avg Risk0.7%
Bright Outlook4%
Avg Salary$51,429
Occupations98
Employment: 6,562,150 · Exposure: Low
Transportation and Material Moving
Avg Risk0.2%
Bright Outlook20%
Avg Salary$63,894
Occupations44
Employment: 12,937,200 · Exposure: Low