Projected growth: Job Rankings Compare AI task exposure across occupations, alongside pay and projected growth. 287 occupations in this view. The score is a relative index of task exposure from 0 to 100. It is not a percentage chance of losing a job or a forecast of layoffs. Individual tasks, employer choices, adoption, and regulation all matter.
Occupation data. Exposure is an index out of 100, not a probability. Occupation Exposure /100 Median annual wage Stored growth projection Employment Wind Turbine Service Technicians 8 $61,770 +45% 13,400 Nurse Practitioners 2 $129,210 +40.1% 385,000 Acute Care Nurse Practitioners 2 $129,210 +40% 45,000 Data Scientists 34 $108,020 +36% 202,200 Information Security Analysts 18 $120,360 +33% 188,100 Medical and Health Services Managers 6 $110,680 +28.4% 563,700 Computer and Information Research Scientists 14 $145,080 +26% 40,200 Operations Research Analysts 56 $83,640 +23% 121,000 Actuaries 52 $120,000 +23% 32,300 Mental Health Counselors 2 $53,710 +22% 348,100 Solar Photovoltaic Installers 14 $48,800 +22% 20,300 Financial Examiners 42 $82,210 +21% 72,900 Physician Assistants 2 $133,260 +20.4% 153,200 Home Health and Personal Care Aides 6 $33,530 +20% 3,832,300 Home Health Aides 6 $33,530 +20% 881,600 Personal Care Aides 6 $33,530 +20% 2,950,700 Genetic Counselors 8 $93,560 +18% 5,100 Occupational Therapy Assistants 12 $67,420 +18% 49,400 Massage Therapists 6 $55,310 +18% 120,600 Substance Abuse and Behavioral Disorder Counselors 4 $53,710 +18% 115,200 Software Developers 32 $132,270 +17% 1,857,500 Software Quality Assurance Analysts 54 $101,800 +17% 221,500 Acupuncturists 4 $71,310 +17% 8,300 Occupational Therapy Aides 22 $36,120 +17% 6,300 Financial Managers 28 $156,100 +16.8% 781,600 Health Specialties Teachers, Postsecondary 6 $128,170 +16% 291,800 Computer and Information Systems Managers 12 $169,510 +15.4% 582,300 Cooks, Restaurant 32 $35,550 +15% 1,457,500 Speech-Language Pathologists 9 $95,410 +15% 177,500 Industrial Machinery Mechanics 22 $62,090 +15% 419,700 Marriage and Family Therapists 2 $58,510 +15% 66,500 Veterinary Technologists and Technicians 18 $43,740 +15% 123,500 Orthotists and Prosthetists 12 $79,770 +15% 10,500 Hearing Aid Specialists 22 $60,230 +15% 12,500 Veterinary Assistants and Laboratory Animal Caretakers 18 $34,980 +15% 111,600 Medical Assistants 38 $42,000 +14% 780,100 Exercise Trainers and Group Fitness Instructors 6 $46,480 +14% 382,600 Physical Therapist Assistants 18 $64,080 +14% 102,300 Animal Caretakers 12 $32,810 +14% 294,500 Diagnostic Medical Sonographers 22 $84,990 +14% 82,200 Athletic Trainers 6 $57,200 +14% 33,800 Physical Therapist Aides 32 $33,400 +14% 45,900 Animal Trainers 8 $37,990 +14% 58,200 Medical Equipment Repairers 22 $59,180 +14% 48,100 Occupational Therapists 2 $98,340 +13.8% 135,400 Respiratory Therapists 12 $77,960 +13% 137,800 Industrial Engineers 30 $99,380 +12% 314,700 Skincare Specialists 10 $41,240 +12% 82,200 Light Truck Drivers 52 $40,410 +12% 1,028,100 Taxi Drivers 78 $36,480 +12% 368,300 Coaches and Scouts 8 $46,760 +12% 315,200 Nursing Instructors and Teachers, Postsecondary 6 $80,780 +12% 74,800 Nurse Midwives 2 $120,880 +12% 7,500 Passenger Vehicle Drivers, Except Bus Drivers, Transit and Intercity 72 $36,480 +12% 368,300 Statisticians 42 $104,110 +11% 41,600 Clinical and Counseling Psychologists 4 $96,100 +11% 94,900 Phlebotomists 42 $42,040 +11% 145,200 Mental Health and Substance Abuse Social Workers 4 $55,960 +11% 146,800 Self-Enrichment Teachers 12 $46,480 +11% 341,700 Exercise Physiologists 8 $53,340 +11% 7,000 Physical Therapists 2 $101,020 +10.9% 274,790 Management Analysts 48 $99,410 +10% 1,010,100 Medical Scientists 12 $100,890 +10% 152,200 Audiologists 6 $87,740 +10% 14,400 Agents and Business Managers of Artists, Performers, and Athletes 18 $82,080 +10% 16,600 Fundraisers 18 $64,160 +10% 87,400 Flight Attendants 12 $68,370 +10% 136,700 Veterinarians 7 $125,510 +9.6% 90,200 Dental Assistants 42 $46,540 +9% 378,800 Heating, AC, and Refrigeration Mechanics and Installers 14 $57,670 +9% 406,900 Nurse Anesthetists 2 $212,040 +9% 46,820 Amusement and Recreation Attendants 42 $29,520 +9% 359,100 Bakers 42 $35,540 +9% 230,600 Social and Community Service Managers 8 $77,030 +9% 207,100 Athletes and Sports Competitors 2 $77,300 +9% 17,200 Optometrists 6 $131,860 +9% 39,800 Construction Managers 3 $106,980 +8.7% 523,100 Computer Systems Analysts 65 $103,790 +8.7% 540,800 Database Architects 48 $135,980 +8.7% 96,200 Personal Service Managers 22 $45,600 +8% 301,800 Human Resources Specialists 32 $67,650 +8% 857,600 Market Research Analysts 62 $74,680 +8% 905,000 Web Developers 48 $92,750 +8% 216,200 Web and Digital Interface Designers 42 $101,920 +8% 126,900 First-Line Supervisors of Food Preparation and Serving Workers 22 $41,460 +8% 1,273,700 Lodging Managers 22 $62,020 +8% 48,300 Database Administrators 52 $101,510 +8% 163,500 Social and Human Service Assistants 18 $39,860 +8% 450,800 Travel Guides 18 $37,160 +8% 36,200 Automotive and Watercraft Service Attendants 52 $33,420 +8% 108,100 Transportation, Storage, and Distribution Managers 22 $105,580 +8% 164,500 Meeting, Convention, and Event Planners 22 $56,920 +8% 156,300 Chemical Engineers 18 $112,100 +8% 26,100 Food Scientists and Technologists 28 $79,860 +8% 17,700 Health Diagnosing and Treating Practitioners, All Other 8 $78,740 +8% 30,400 Cooks, Fast Food 62 $28,900 +8% 774,700 Bartenders 32 $31,510 +8% 710,100 First-Line Supervisors of Entertainment and Recreation Workers 14 $48,160 +8% 34,900 First-Line Supervisors of Personal Service Workers 22 $46,160 +8% 301,800 Makeup Artists, Theatrical and Performance 10 $64,420 +8% 4,600 Manicurists and Pedicurists 14 $33,650 +8% 156,400 Concierges 28 $38,330 +8% 35,400 Tour Guides and Escorts 18 $35,600 +8% 49,200 Project Management Specialists 22 $98,580 +7% 1,018,400 Securities, Commodities, and Financial Services Sales Agents 46 $76,990 +7% 506,100 Dietitians and Nutritionists 8 $69,680 +7% 83,900 Recreation Workers 14 $33,640 +7% 444,200 Computer Hardware Engineers 22 $138,200 +7% 86,200 Soil and Plant Scientists 22 $70,150 +7% 18,300 Healthcare Social Workers 6 $62,940 +7% 198,200 Personal Financial Advisors 32 $99,580 +7% 330,300 Biochemists and Biophysicists 14 $104,110 +7% 34,900 Urban and Regional Planners 28 $81,800 +7% 40,100 Health Education Specialists 12 $62,860 +7% 60,700 Dental Hygienists 18 $87,530 +7% 211,470 Paramedics 8 $52,800 +7% 73,700 Dietetic Technicians 32 $37,390 +7% 30,000 Marketing Managers 24 $161,030 +6.6% 384,980 Human Resources Managers 14 $136,350 +6% 198,600 Training and Development Specialists 18 $64,340 +6% 380,400 Aerospace Engineers 18 $130,720 +6% 66,200 Economists 38 $115,730 +6% 20,600 Insurance Sales Agents 52 $59,080 +6% 575,800 Electricians 12 $65,280 +6% 739,200 Radiologic Technologists and Technicians 38 $73,410 +6% 217,100 Pharmacy Technicians 68 $40,300 +6% 462,600 Surgical Technologists 32 $60,370 +6% 117,300 Food Service Managers 18 $63,060 +6% 406,200 Environmental Engineers 18 $100,090 +6% 46,300 Chemists 28 $84,680 +6% 82,100 Environmental Scientists and Specialists 22 $78,980 +6% 82,400 Public Relations Specialists 32 $66,750 +6% 346,700 Commercial Pilots 32 $113,080 +6% 44,300 Public Relations Managers 18 $130,480 +6% 96,100 Training and Development Managers 14 $125,040 +6% 42,800 Materials Engineers 22 $100,830 +6% 27,900 Materials Scientists 22 $105,550 +6% 7,500 Industrial-Organizational Psychologists 18 $147,420 +6% 1,400 School Psychologists 4 $87,660 +6% 63,400 Political Scientists 22 $132,050 +6% 5,400 Environmental Science and Protection Technicians 32 $50,210 +6% 37,400 Magnetic Resonance Imaging Technologists 28 $77,360 +6% 42,400 Ophthalmic Medical Technicians 32 $43,810 +6% 74,200 Private Detectives and Investigators 28 $52,120 +6% 35,800 Chefs and Head Cooks 12 $58,920 +6% 163,000 Helpers--Electricians 28 $37,580 +6% 62,900 Financial Analysts 77 $101,350 +5.7% 382,300 Lawyers 22 $145,760 +5.6% 827,100 General and Operations Managers 16 $101,280 +5% 3,281,100 Administrative Services Managers 46 $107,560 +5% 359,300 Education and Childcare Administrators, Preschool and Daycare 8 $52,930 +5% 77,170 Computer User Support Specialists 58 $60,810 +5% 914,300 Computer Occupations, All Other 50 $101,440 +5% 472,300 Civil Engineers 18 $97,380 +5% 328,200 Life, Physical, and Social Science Technicians 52 $50,200 +5% 193,200 Child, Family, and School Social Workers 4 $53,940 +5% 379,900 Business Teachers, Postsecondary 8 $100,320 +5% 98,000 Art Directors 26 $105,680 +5% 109,200 Fine Artists 24 $55,560 +5% 14,900 Producers and Directors 18 $86,140 +5% 152,000 Audio and Video Technicians 42 $55,590 +5% 109,800 Clinical Laboratory Technologists and Technicians 62 $60,780 +5% 343,900 Security Guards 62 $36,680 +5% 1,163,200 Hairdressers, Hairstylists, and Cosmetologists 8 $35,870 +5% 699,800 Construction Laborers 28 $44,190 +5% 1,296,100 Plumbers, Pipefitters, and Steamfitters 14 $63,700 +5% 511,900 Maintenance and Repair Workers, General 32 $46,700 +5% 1,511,200 Barbers 8 $37,920 +5% 87,700 Mobile Heavy Equipment Mechanics 18 $62,190 +5% 167,500 First-Line Supervisors of Transportation Workers 22 $61,730 +5% 281,000 Facilities Managers 18 $104,900 +5% 161,800 Business Operations Specialists, All Other 42 $82,720 +5% 976,200 Computer Science Teachers, Postsecondary 12 $97,210 +5% 53,200 Emergency Medical Technicians 12 $40,030 +5% 270,200 Food Preparation Workers 52 $31,170 +5% 1,091,800 Landscaping and Groundskeeping Workers 28 $37,750 +5% 1,165,400 Ushers, Lobby Attendants, and Ticket Takers 58 $28,640 +5% 167,500 Architects, Except Landscape and Naval 18 $96,640 +5% 123,700 Music Directors and Composers 14 $62,940 +5% 23,700 Film and Video Editors 42 $67,050 +5% 37,900 Administrative Services and Facilities Managers 28 $104,900 +5% 161,800 Property, Real Estate, and Community Association Managers 28 $62,850 +5% 439,500 Surveyors 32 $68,570 +5% 50,700 Agricultural Engineers 18 $83,600 +5% 2,600 Bioengineers and Biomedical Engineers 14 $100,590 +5% 23,000 Environmental Engineering Technologists and Technicians 42 $50,010 +5% 14,800 Surveying and Mapping Technicians 42 $49,080 +5% 52,500 Animal Scientists 18 $73,070 +5% 3,200 Microbiologists 18 $85,000 +5% 21,600 Biological Scientists, All Other 16 $87,660 +5% 34,300 Conservation Scientists 14 $65,740 +5% 24,800 Astronomers 14 $130,940 +5% 2,600 Physicists 14 $155,680 +5% 19,800 Geoscientists 22 $93,580 +5% 28,900 Hydrologists 22 $91,340 +5% 7,100 Agricultural Technicians 38 $42,260 +5% 22,800 Biological Technicians 42 $52,180 +5% 97,500 Social Science Research Assistants 52 $53,200 +5% 31,700 Occupational Health and Safety Specialists 22 $81,140 +5% 122,300 Occupational Health and Safety Technicians 32 $55,950 +5% 22,700 Social Workers, All Other 8 $64,120 +5% 76,400 Mathematical Science Teachers, Postsecondary 8 $80,350 +5% 63,400 Engineering Teachers, Postsecondary 8 $115,170 +5% 49,100 Biological Science Teachers, Postsecondary 8 $87,280 +5% 60,800 Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary 10 $101,900 +5% 12,200 Chemistry Teachers, Postsecondary 8 $86,650 +5% 25,000 Physics Teachers, Postsecondary 8 $99,210 +5% 14,600 Psychology Teachers, Postsecondary 8 $79,540 +5% 42,600 Economics Teachers, Postsecondary 10 $116,850 +5% 14,700 Education Teachers, Postsecondary 8 $73,780 +5% 73,200 Criminal Justice and Law Enforcement Teachers, Postsecondary 10 $72,040 +5% 18,500 Social Work Teachers, Postsecondary 8 $78,780 +5% 11,900 Special Education Teachers, Preschool 2 $63,100 +5% 22,000 Tutors 14 $39,050 +5% 195,900 Archivists 32 $60,050 +5% 7,700 Teaching Assistants, Postsecondary 22 $38,600 +5% 167,500 Entertainers and Performers, Sports and Related Workers, All Other 14 $44,720 +5% 46,800 Sound Engineering Technicians 32 $62,840 +5% 16,200 Medical and Clinical Laboratory Technologists 52 $60,780 +5% 175,200 Medical and Clinical Laboratory Technicians 58 $47,700 +5% 168,700 Cardiovascular Technologists and Technicians 32 $65,050 +5% 60,500 Psychiatric Technicians 18 $40,870 +5% 78,900 Health Technologists and Technicians, All Other 38 $53,810 +5% 98,400 Medical Equipment Preparers 52 $42,900 +5% 66,100 Healthcare Support Workers, All Other 28 $38,190 +5% 99,200 Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers 8 $28,860 +5% 159,700 Protective Service Workers, All Other 28 $40,310 +5% 73,200 Cooks, Institution and Cafeteria 42 $34,900 +5% 401,400 Cooks, Short Order 52 $30,790 +5% 95,200 Cooks, All Other 42 $33,940 +5% 43,600 Food Servers, Nonrestaurant 52 $30,790 +5% 267,200 Dining Room and Cafeteria Attendants and Bartender Helpers 58 $29,930 +5% 578,500 Dishwashers 68 $29,400 +5% 558,700 Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop 52 $28,970 +5% 415,800 Food Preparation and Serving Related Workers, All Other 48 $30,340 +5% 78,200 First-Line Supervisors of Housekeeping and Janitorial Workers 22 $47,220 +5% 252,500 First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers 14 $56,500 +5% 166,600 Pest Control Workers 28 $42,120 +5% 90,100 Tree Trimmers and Pruners 14 $48,600 +5% 54,700 Gambling Dealers 52 $29,080 +5% 81,900 Locker Room, Coatroom, and Dressing Room Attendants 58 $31,600 +5% 16,100 Baggage Porters and Bellhops 38 $33,740 +5% 17,300 Personal Care and Service Workers, All Other 22 $35,600 +5% 104,800 Models 18 $37,600 +5% 1,600 Sales Engineers 22 $112,000 +5% 60,100 Medical Secretaries and Administrative Assistants 62 $42,600 +5% 534,000 Forest and Conservation Workers 14 $33,950 +5% 17,400 Tile and Stone Setters 18 $49,420 +5% 59,200 Cement Masons and Concrete Finishers 22 $51,650 +5% 175,900 Drywall and Ceiling Tile Installers 22 $52,220 +5% 86,900 Tapers 22 $55,810 +5% 22,500 Glaziers 18 $51,380 +5% 58,400 Insulation Workers, Floor, Ceiling, and Wall 22 $48,090 +5% 32,900 Insulation Workers, Mechanical 18 $56,600 +5% 25,800 Pipelayers 22 $47,280 +5% 33,800 Plasterers and Stucco Masons 18 $49,640 +5% 22,200 Reinforcing Iron and Rebar Workers 22 $57,880 +5% 23,800 Roofers 22 $48,290 +5% 149,900 Sheet Metal Workers 22 $58,280 +5% 142,100 Structural Iron and Steel Workers 18 $62,510 +5% 80,800 Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters 28 $37,170 +5% 46,300 Helpers--Roofers 28 $37,780 +5% 13,400 Fence Erectors 18 $44,540 +5% 25,000 Septic Tank Servicers and Sewer Pipe Cleaners 22 $46,100 +5% 18,400 Radio, Cellular, and Tower Equipment Installers and Repairers 32 $63,120 +5% 14,300 Avionics Technicians 22 $73,220 +5% 21,000 Audiovisual Equipment Installers and Repairers 32 $47,240 +5% 28,700 Security and Fire Alarm Systems Installers 22 $58,200 +5% 91,800 Aircraft Mechanics and Service Technicians 18 $72,700 +5% 155,800 Bus and Truck Mechanics and Diesel Engine Specialists 22 $56,850 +5% 278,800 Farm Equipment Mechanics and Service Technicians 18 $47,900 +5% 34,200 Motorboat Mechanics and Service Technicians 22 $48,040 +5% 21,100 Millwrights 18 $62,420 +5% 45,600 Riggers 18 $57,380 +5% 16,800 Helpers--Installation, Maintenance, and Repair Workers 32 $36,240 +5% 106,400 Installation, Maintenance, and Repair Workers, All Other 28 $49,530 +5% 157,800 Food Batchmakers 52 $37,040 +5% 101,800 Computer Numerically Controlled Tool Programmers 42 $63,760 +5% 18,900 Water and Wastewater Treatment Plant and System Operators 28 $53,390 +5% 119,600 Dental Laboratory Technicians 38 $48,670 +5% 36,200 Medical Appliance Technicians 28 $45,580 +5% 16,200 Ophthalmic Laboratory Technicians 58 $37,180 +5% 26,300 Semiconductor Processing Technicians 48 $47,040 +5% 33,900 Ambulance Drivers and Attendants, Except Emergency Medical Technicians 42 $33,990 +5% 23,700 Transportation Workers, All Other 38 $42,820 +5% 30,900 Cleaners of Vehicles and Equipment 48 $32,330 +5% 322,700 Refuse and Recyclable Material Collectors 42 $44,340 +5% 147,800
Sources and methodology The score is a relative index of task exposure from 0 to 100. It is not a percentage chance of losing a job or a forecast of layoffs. Individual tasks, employer choices, adoption, and regulation all matter.
The Index uses stored BLS-based occupation data. O*NET, OECD capability indicators, and task-exposure research are contextual references. The derivation of the stored occupation scores is not reproducibly documented in the published dataset.
The source snapshot does not record the wage-survey year or employment-projection window. Check the original BLS release before treating these figures as current. Editorial changes and export dates do not establish data freshness.
Read the methodology and limitations