Jobs most exposed to AI in the U.S.(from #201)

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)
188 Financial Clerks, All Other
Finance · 36K workers
$53,830 $68,900est. 39/100 60% +0.0%
188 Computer Numerically Controlled Tool Programmers
Manufacturing & Repair · 28K workers
$68,120 $89,700est. 58/100 60% +5.9%
188 Transportation Inspectors
Transportation · 24K workers
$92,100 $119,200est. 56/100 60% +2.2%
204 Architectural and Engineering Managers
Management & Consulting · 220K workers
$171,270 $225,900est. 62/100 59% +5.5%
204 Insurance Appraisers, Auto Damage $78,240 $96,300est. 32/100 59% −8.7%
204 Electronics Engineers, Except Computer
Engineering & Science · 97K workers
$130,220 $170,200est. 54/100 59% +3.7%
204 Industrial Engineering Technologists and Technicians
Engineering & Science · 76K workers
$66,120 $86,200est. 50/100 59% +3.1%
204 Soil and Plant Scientists
Engineering & Science · 16K workers
$78,850 $104,600est. 64/100 59% +6.7%
204 Business Teachers, Postsecondary
Education · 82K workers
$99,080 $130,900est. 66/100 59% +5.9%
204 Library Science Teachers, Postsecondary
Education · 3,630 workers
$80,340 $104,500est. 54/100 59% +2.7%
204 Special Effects Artists and Animators
Design · 20K workers
$102,030 $130,800est. 55/100 59% −0.3%
204 Medical Transcriptionists
Caregiving · 42K workers
$40,410 $50,800est. 35/100 59% −4.4%
204 Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products
Sales · 285K workers
$104,920 $135,500est. 49/100 59% +1.2%
204 Real Estate Brokers
Real Estate · 46K workers
$73,220 $94,400est. 50/100 59% +0.8%
204 Sewers, Hand
Manufacturing & Repair · 2,190 workers
$36,480 $44,200est. 34/100 59% −12.0%
216 Administrative Services Managers
Management & Consulting · 264K workers
$114,130 $150,700est. 60/100 58% +5.2%
216 Training and Development Specialists
Management & Consulting · 458K workers
$69,280 $94,000est. 66/100 58% +10.8%
216 Calibration Technologists and Technicians
Engineering & Science · 17K workers
$67,820 $89,400est. 57/100 58% +4.8%
216 Producers and Directors
Film & Video · 143K workers
$90,360 $118,600est. 57/100 58% +4.0%
216 Food Batchmakers
Manufacturing & Repair · 175K workers
$42,290 $56,200est. 53/100 58% +6.5%
216 Chemical Plant and System Operators
Manufacturing & Repair · 17K workers
$78,120 $98,100est. 37/100 58% −5.2%
222 Health and Safety Engineers, Except Mining Safety Engineers and Inspectors
Engineering & Science · 21K workers
$115,160 $152,700est. 59/100 57% +5.4%
222 Biological Technicians
Engineering & Science · 70K workers
$57,510 $77,000est. 62/100 57% +7.4%
222 Biological Science Teachers, Postsecondary
Education · 50K workers
$84,620 $113,200est. 68/100 57% +7.3%
222 Environmental Science Teachers, Postsecondary
Education · 6,690 workers
$94,980 $124,300est. 58/100 57% +2.7%
222 Economics Teachers, Postsecondary
Education · 12K workers
$123,920 $161,900est. 56/100 57% +2.4%
222 Family and Consumer Sciences Teachers, Postsecondary
Education · 2,770 workers
$75,870 $99,100est. 50/100 57% +2.4%
222 Interpreters and Translators
Writing & Media · 52K workers
$60,170 $78,500est. 52/100 57% +2.0%
222 Broadcast Technicians
Film & Video · 21K workers
$59,570 $75,800est. 37/100 57% −3.1%
222 Medical Records Specialists
Healthcare · 195K workers
$51,140 $68,600est. 50/100 57% +7.8%
222 Genetic Counselors
Healthcare · 3,740 workers
$100,040 $135,900est. 65/100 57% +10.4%
222 Dispatchers, Except Police, Fire, and Ambulance
Logistics · 203K workers
$50,340 $64,800est. 33/100 57% −0.7%
233 Chief Executives
Management & Consulting · 204K workers
$213,990 $281,500est. 64/100 56% +3.2%
233 Surveyors
Architecture · 51K workers
$75,440 $100,500est. 55/100 56% +5.8%
233 Marine Engineers and Naval Architects
Engineering & Science · 8,250 workers
$112,230 $150,200est. 61/100 56% +6.7%
233 Food Scientists and Technologists
Engineering & Science · 13K workers
$88,720 $118,400est. 60/100 56% +6.2%
233 Foresters
Engineering & Science · 10K workers
$76,400 $100,000est. 50/100 56% +2.2%
233 Geological Technicians, Except Hydrologic Technicians
Engineering & Science · 6,980 workers
$53,350 $70,300est. 59/100 56% +3.6%
233 Psychology Teachers, Postsecondary
Education · 42K workers
$80,340 $106,100est. 60/100 56% +4.0%
233 Gambling Surveillance Officers and Gambling Investigators
Protective Services · 9,520 workers
$43,370 $55,700est. 35/100 56% −1.8%
233 First-Line Supervisors of Gambling Services Workers
· 26K workers
$63,820 $84,100est. 52/100 56% +3.5%
233 Ophthalmic Laboratory Technicians
Manufacturing & Repair · 19K workers
$39,460 $51,700est. 41/100 56% +2.2%
243 Transportation, Storage, and Distribution Managers
Management & Consulting · 221K workers
$107,230 $143,500est. 66/100 55% +6.1%
243 Gambling Managers
Management & Consulting · 5,030 workers
$93,220 $123,200est. 60/100 55% +3.6%
243 Postmasters and Mail Superintendents $96,660 $125,400est. 41/100 55% −0.3%
243 Computer Occupations, All Other
IT & Software · 435K workers
$116,580 $155,200est. 56/100 55% +5.1%
243 Landscape Architects
Architecture · 20K workers
$79,870 $106,000est. 59/100 55% +4.4%
243 Conservation Scientists
Engineering & Science · 26K workers
$73,010 $97,300est. 58/100 55% +5.3%
243 Legal Support Workers, All Other
Legal · 47K workers
$72,110 $93,500est. 46/100 55% −0.3%
243 Forestry and Conservation Science Teachers, Postsecondary
Education · 1,520 workers
$101,420 $133,500est. 54/100 55% +2.8%
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