Scale + lower exposure: Job Rankings Compare AI task exposure across occupations, alongside pay and projected growth. 128 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 Nurse Practitioners 2 $129,210 +40.1% 385,000 Computer and Information Systems Managers 12 $169,510 +15.4% 582,300 Medical and Health Services Managers 6 $110,680 +28.4% 563,700 Physician Assistants 2 $133,260 +20.4% 153,200 Health Specialties Teachers, Postsecondary 6 $128,170 +16% 291,800 Construction Managers 3 $106,980 +8.7% 523,100 Physical Therapists 2 $101,020 +10.9% 274,790 Occupational Therapists 2 $98,340 +13.8% 135,400 Speech-Language Pathologists 9 $95,410 +15% 177,500 Financial Managers 28 $156,100 +16.8% 781,600 Information Security Analysts 18 $120,360 +33% 188,100 Mental Health Counselors 2 $53,710 +22% 348,100 Physicians, All Other 4 $229,300 +3% 392,200 Chief Executives 4 $213,550 +3% 210,340 Medical Scientists 12 $100,890 +10% 152,200 Registered Nurses 6 $93,600 +4.9% 3,290,900 Dentists, General 2 $172,790 +4.1% 157,100 Family Medicine Physicians 2 $224,460 +3% 122,060 Respiratory Therapists 12 $77,960 +13% 137,800 General and Operations Managers 16 $101,280 +5% 3,281,100 Human Resources Managers 14 $136,350 +6% 198,600 Architectural and Engineering Managers 8 $165,370 +3% 201,700 Lawyers 22 $145,760 +5.6% 827,100 Social and Community Service Managers 8 $77,030 +9% 207,100 Marketing Managers 24 $161,030 +6.6% 384,980 Sales Managers 18 $135,160 +4% 469,800 Industrial Engineers 30 $99,380 +12% 314,700 Industrial Machinery Mechanics 22 $62,090 +15% 419,700 Education Administrators, Postsecondary 8 $102,610 +4% 196,600 Massage Therapists 6 $55,310 +18% 120,600 Substance Abuse and Behavioral Disorder Counselors 4 $53,710 +18% 115,200 Project Management Specialists 22 $98,580 +7% 1,018,400 Transportation, Storage, and Distribution Managers 22 $105,580 +8% 164,500 Exercise Trainers and Group Fitness Instructors 6 $46,480 +14% 382,600 Education Administrators, Kindergarten through Secondary 6 $103,460 +1% 301,200 Civil Engineers 18 $97,380 +5% 328,200 First-Line Supervisors of Police and Detectives 8 $100,420 +3% 135,600 Police and Sheriff's Patrol Officers 8 $74,910 +3% 665,300 Electricians 12 $65,280 +6% 739,200 Physical Therapist Assistants 18 $64,080 +14% 102,300 Facilities Managers 18 $104,900 +5% 161,800 First-Line Supervisors of Construction Trades and Extraction Workers 12 $77,650 +4% 774,300 Mental Health and Substance Abuse Social Workers 4 $55,960 +11% 146,800 Dental Hygienists 18 $87,530 +7% 211,470 Flight Attendants 12 $68,370 +10% 136,700 Healthcare Social Workers 6 $62,940 +7% 198,200 Elementary School Teachers 2 $63,670 +1% 1,510,800 Secondary School Teachers 4 $65,220 +1% 1,099,800 Heating, AC, and Refrigeration Mechanics and Installers 14 $57,670 +9% 406,900 Coaches and Scouts 8 $46,760 +12% 315,200 Electrical Engineers 22 $110,950 +3% 192,700 Mechanical Engineers 18 $99,510 +2% 284,900 Producers and Directors 18 $86,140 +5% 152,000 Home Health and Personal Care Aides 6 $33,530 +20% 3,832,300 Plumbers, Pipefitters, and Steamfitters 14 $63,700 +5% 511,900 First-Line Supervisors of Mechanics, Installers, and Repairers 14 $77,380 +2% 555,200 Detectives and Criminal Investigators 12 $95,500 +3% 121,100 Architects, Except Landscape and Naval 18 $96,640 +5% 123,700 Art, Drama, and Music Teachers, Postsecondary 6 $76,870 +4% 110,100 Middle School Teachers 4 $63,670 +1% 684,300 Personal Care Aides 6 $33,530 +20% 2,950,700 Industrial Production Managers 22 $115,480 +1% 210,910 Training and Development Specialists 18 $64,340 +6% 380,400 Engineers, All Other 24 $105,010 +3% 194,600 Educational, Guidance, and Career Counselors 8 $61,710 +4% 332,100 Child, Family, and School Social Workers 4 $53,940 +5% 379,900 Art Directors 26 $105,680 +5% 109,200 Food Service Managers 18 $63,060 +6% 406,200 Firefighters 4 $57,120 +4% 330,800 Administrative Services and Facilities Managers 28 $104,900 +5% 161,800 Special Education Teachers, Kindergarten and Elementary School 2 $63,670 +2% 193,500 Self-Enrichment Teachers 12 $46,480 +11% 341,700 Home Health Aides 6 $33,530 +20% 881,600 Electrical Power-Line Installers and Repairers 12 $86,440 +3% 125,700 First-Line Supervisors of Non-Retail Sales Workers 24 $90,880 +3% 289,300 Electronics Engineers, Except Computer 22 $113,580 +2% 122,800 Special Education Teachers, Secondary School 4 $65,220 +2% 152,100 Licensed Practical Nurses 12 $59,730 +3% 683,400 Occupational Health and Safety Specialists 22 $81,140 +5% 122,300 Career/Technical Education Teachers, Postsecondary 8 $61,120 +4% 148,200 Kindergarten Teachers 2 $63,670 +1% 156,200 Special Education Teachers, Middle School 2 $63,670 +2% 100,300 Veterinary Technologists and Technicians 18 $43,740 +15% 123,500 Chefs and Head Cooks 12 $58,920 +6% 163,000 Aircraft Mechanics and Service Technicians 18 $72,700 +5% 155,800 Instructional Coordinators 18 $74,620 +2% 213,400 Mobile Heavy Equipment Mechanics 18 $62,190 +5% 167,500 First-Line Supervisors of Transportation Workers 22 $61,730 +5% 281,000 Career/Technical Education Teachers, Secondary School 8 $65,220 +1% 147,300 Meeting, Convention, and Event Planners 22 $56,920 +8% 156,300 First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers 14 $56,500 +5% 166,600 Carpenters 18 $56,350 +3% 790,000 Animal Caretakers 12 $32,810 +14% 294,500 Property, Real Estate, and Community Association Managers 28 $62,850 +5% 439,500 Bus and Truck Mechanics and Diesel Engine Specialists 22 $56,850 +5% 278,800 First-Line Supervisors of Food Preparation and Serving Workers 22 $41,460 +8% 1,273,700 First-Line Supervisors of Personal Service Workers 22 $46,160 +8% 301,800 Sheet Metal Workers 22 $58,280 +5% 142,100 Personal Service Managers 22 $45,600 +8% 301,800 Social and Human Service Assistants 18 $39,860 +8% 450,800 Veterinary Assistants and Laboratory Animal Caretakers 18 $34,980 +15% 111,600 Hairdressers, Hairstylists, and Cosmetologists 8 $35,870 +5% 699,800 Preschool Teachers 4 $37,750 +3% 512,150 Cement Masons and Concrete Finishers 22 $51,650 +5% 175,900 Military Enlisted Tactical Operations and Air/Weapons Specialists and Crew Members, All Other 12 $45,000 +3% 285,000 Emergency Medical Technicians 12 $40,030 +5% 270,200 First-Line Supervisors of Housekeeping and Janitorial Workers 22 $47,220 +5% 252,500 Construction Laborers 28 $44,190 +5% 1,296,100 Nursing Assistants 18 $38,200 +4% 1,521,700 Recreation Workers 14 $33,640 +7% 444,200 Teachers and Instructors, All Other 12 $44,020 +3% 159,400 Roofers 22 $48,290 +5% 149,900 Rehabilitation Counselors 8 $42,280 +3% 130,600 Tutors 14 $39,050 +5% 195,900 Automotive Body and Related Repairers 22 $50,890 +3% 148,300 Installation, Maintenance, and Repair Workers, All Other 28 $49,530 +5% 157,800 Water and Wastewater Treatment Plant and System Operators 28 $53,390 +5% 119,600 Substitute Teachers 12 $36,400 +3% 576,500 Childcare Workers 6 $30,370 +3% 544,800 First-Line Supervisors of Retail Sales Workers 22 $46,310 +0% 1,242,600 Manicurists and Pedicurists 14 $33,650 +8% 156,400 Landscaping and Groundskeeping Workers 28 $37,750 +5% 1,165,400 Teaching Assistants, Postsecondary 22 $38,600 +5% 167,500 Teaching Assistants, Except Postsecondary 18 $33,680 +3% 1,356,200 Lifeguards, Ski Patrol, and Other Recreational Protective Service Workers 8 $28,860 +5% 159,700 Painters, Construction and Maintenance 28 $46,080 +3% 261,300 Highway Maintenance Workers 28 $46,130 +3% 147,200 Personal Care and Service Workers, All Other 22 $35,600 +5% 104,800
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