Jobs most exposed to AI in the U.S.(from #251)

Highest AI replacement risk first. Occupations dominated by processing information, documentation and repetitive computer work rank highest. (841 occupations)

Highest payPay in 10 yearsOutlookSafest from AIMost exposed to AIFastest growingFastest pay growthLargest employment
Country:United StatesJapan
#OccupationMedian payIn 10 yrsOutlookAI riskGrowth (10 yr)
243 Private Detectives and Investigators
Protective Services · 36K workers
$51,220 $68,300est. 56/100 55% +5.5%
243 First-Line Supervisors of Personal Service Workers
· 114K workers
$48,590 $65,100est. 57/100 55% +6.3%
243 Food Cooking Machine Operators and Tenders
Manufacturing & Repair · 31K workers
$41,590 $53,900est. 37/100 55% −0.3%
243 Inspectors, Testers, Sorters, Samplers, and Weighers
Manufacturing & Repair · 597K workers
$48,570 $63,900est. 45/100 55% +2.5%
255 General and Operations Managers
Management & Consulting · 3.5M workers
$105,770 $141,200est. 62/100 54% +5.0%
255 Aerospace Engineering and Operations Technologists and Technicians
Engineering & Science · 11K workers
$82,890 $114,400est. 67/100 54% +11.9%
255 Surveying and Mapping Technicians
Engineering & Science · 58K workers
$54,240 $72,700est. 61/100 54% +5.8%
255 Food Science Technicians
Engineering & Science · 15K workers
$52,130 $69,500est. 60/100 54% +4.8%
255 Atmospheric, Earth, Marine, and Space Sciences Teachers, Postsecondary
Education · 9,900 workers
$103,170 $136,000est. 55/100 54% +2.4%
255 Chemistry Teachers, Postsecondary
Education · 20K workers
$93,250 $122,800est. 55/100 54% +2.3%
255 Anthropology and Archeology Teachers, Postsecondary
Education · 5,240 workers
$99,650 $131,500est. 54/100 54% +2.6%
255 Criminal Justice and Law Enforcement Teachers, Postsecondary
Education · 13K workers
$76,590 $100,500est. 51/100 54% +1.5%
255 Physicians, Pathologists
Healthcare · 11K workers
$312,400 $416,600est. 59/100 54% +4.8%
255 Counter and Rental Clerks
Retail · 401K workers
$41,300 $54,600est. 44/100 54% +3.0%
255 Shipping, Receiving, and Inventory Clerks
Logistics · 817K workers
$45,260 $56,800est. 25/100 54% −7.6%
255 Weighers, Measurers, Checkers, and Samplers, Recordkeeping
Logistics · 53K workers
$46,380 $59,000est. 29/100 54% −4.8%
255 Textile Bleaching and Dyeing Machine Operators and Tenders
Manufacturing & Repair · 5,310 workers
$38,180 $46,900est. 28/100 54% −12.5%
255 Water and Wastewater Treatment Plant and System Operators
Manufacturing & Repair · 128K workers
$60,020 $76,000est. 33/100 54% −5.7%
255 Petroleum Pump System Operators, Refinery Operators, and Gaugers
Manufacturing & Repair · 33K workers
$96,710 $124,800est. 42/100 54% −1.9%
270 Social and Community Service Managers
Management & Consulting · 209K workers
$80,390 $108,800est. 66/100 53% +7.2%
270 Nuclear Technicians
Engineering & Science · 6,470 workers
$110,240 $144,800est. 58/100 53% +1.1%
270 Rehabilitation Counselors
Social Services · 95K workers
$46,850 $61,900est. 45/100 53% +2.2%
270 Physics Teachers, Postsecondary
Education · 13K workers
$100,310 $132,600est. 56/100 53% +2.4%
270 Area, Ethnic, and Cultural Studies Teachers, Postsecondary
Education · 11K workers
$85,020 $112,600est. 58/100 53% +2.7%
270 Philosophy and Religion Teachers, Postsecondary
Education · 20K workers
$80,260 $105,900est. 54/100 53% +2.0%
270 Library Technicians
Education · 69K workers
$44,580 $56,500est. 38/100 53% −6.4%
270 Sound Engineering Technicians
Film & Video · 13K workers
$73,130 $94,100est. 39/100 53% −3.1%
270 Motion Picture Projectionists
· 1,480 workers
$38,270 $48,500est. 33/100 53% −6.2%
270 Extruding and Forming Machine Setters, Operators, and Tenders, Synthetic and Glass Fibers
Manufacturing & Repair · 13K workers
$46,350 $59,600est. 30/100 53% −3.3%
270 Chemical Equipment Operators and Tenders
Manufacturing & Repair · 140K workers
$58,040 $77,200est. 49/100 53% +3.6%
270 Dental Laboratory Technicians
Manufacturing & Repair · 34K workers
$49,610 $63,000est. 38/100 53% −5.9%
270 First-Line Supervisors of Material-Moving Machine and Vehicle Operators
— —est. 57/100 53% —
270 First-Line Supervisors of Passenger Attendants
— —est. 46/100 53% —
270 Airline Pilots, Copilots, and Flight Engineers
Aviation · 104K workers
$232,140 $315,800est. 74/100 53% +8.3%
285 Agents and Business Managers of Artists, Performers, and Athletes $82,890 $113,900est. 74/100 52% +9.7%
285 Electrical and Electronic Engineering Technologists and Technicians
Engineering & Science · 95K workers
$78,190 $103,700est. 50/100 52% +2.4%
285 Environmental Engineering Technologists and Technicians
Engineering & Science · 12K workers
$59,920 $79,700est. 52/100 52% +3.1%
285 Chemical Technicians
Engineering & Science · 58K workers
$60,390 $81,000est. 58/100 52% +4.9%
285 Educational, Guidance, and Career Counselors and Advisors
Social Services · 353K workers
$64,330 $85,500est. 50/100 52% +2.9%
285 Mathematical Science Teachers, Postsecondary
Education · 48K workers
$79,940 $105,600est. 52/100 52% +1.7%
285 Political Science Teachers, Postsecondary
Education · 17K workers
$98,070 $130,100est. 57/100 52% +2.5%
285 Education Teachers, Postsecondary
Education · 61K workers
$75,350 $99,900est. 56/100 52% +2.5%
285 Teaching Assistants, Postsecondary
Education · 164K workers
$42,910 $57,000est. 52/100 52% +2.7%
285 Pharmacists
Healthcare · 322K workers
$140,910 $189,400est. 59/100 52% +5.2%
285 Postal Service Clerks
Logistics · 74K workers
$62,130 $81,300est. 36/100 52% −0.3%
285 Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders
Manufacturing & Repair · 60K workers
$51,610 $65,800est. 32/100 52% −5.7%
297 Mechanical Engineering Technologists and Technicians
Engineering & Science · 36K workers
$74,510 $98,500est. 49/100 51% +1.3%
297 Environmental Science and Protection Technicians, Including Health
Engineering & Science · 35K workers
$55,090 $74,900est. 65/100 51% +6.9%
297 Curators
Education · 12K workers
$63,420 $85,400est. 66/100 51% +4.9%
297 Fine Artists, Including Painters, Sculptors, and Illustrators
Design · 11K workers
$55,490 $71,900est. 49/100 51% −2.9%
Pay and employment figures are national statistics (U.S.: BLS OEWS and Employment Projections; Japan: MHLW job tag). Projected pay, outlook scores and AI replacement risk are estimates from the Shigoto Zukan model, not guarantees. How to read the data