Jobs most exposed to AI in the U.S.(from #351)

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)
350 Lodging Managers
Hospitality · 43K workers
$69,250 $93,200est. 62/100 47% +3.8%
350 Marriage and Family Therapists
Social Services · 67K workers
$66,940 $94,400est. 70/100 47% +13.5%
350 Foreign Language and Literature Teachers, Postsecondary
Education · 20K workers
$79,350 $104,900est. 51/100 47% +0.2%
350 Recreation and Fitness Studies Teachers, Postsecondary
Education · 13K workers
$77,270 $103,200est. 54/100 47% +2.2%
350 Career/Technical Education Teachers, Middle School
Education · 17K workers
$65,030 $85,700est. 39/100 47% −0.5%
350 Craft Artists
Design · 4,580 workers
$46,080 $61,500est. 51/100 47% +2.0%
350 Radiologists
Healthcare · 27K workers
$420,860 $565,200est. 58/100 47% +3.4%
350 Concierges
Hospitality · 49K workers
$38,950 $52,100est. 46/100 47% +2.6%
350 Agricultural Inspectors
Agriculture · 14K workers
$49,940 $66,700est. 52/100 47% +2.3%
350 Electrical and Electronics Installers and Repairers, Transportation Equipment
Manufacturing & Repair · 6,940 workers
$84,890 $115,100est. 59/100 47% +5.4%
350 Electrical and Electronics Repairers, Commercial and Industrial Equipment
Manufacturing & Repair · 65K workers
$74,090 $98,000est. 45/100 47% +0.3%
350 First-Line Supervisors of Production and Operating Workers
Manufacturing & Repair · 673K workers
$74,450 $99,200est. 50/100 47% +1.8%
350 Computer Numerically Controlled Tool Operators
Manufacturing & Repair · 169K workers
$50,690 $64,000est. 30/100 47% −9.4%
350 Aircraft Service Attendants
Transportation · 31K workers
$40,450 $54,900est. 52/100 47% +5.6%
365 Construction Managers
Management & Consulting · 380K workers
$114,990 $158,900est. 79/100 46% +9.1%
365 Emergency Management Directors $93,330 $125,700est. 61/100 46% +3.9%
365 Agricultural Technicians
Engineering & Science · 15K workers
$49,630 $67,300est. 62/100 46% +5.4%
365 Architecture Teachers, Postsecondary
Education · 7,700 workers
$96,870 $129,700est. 61/100 46% +2.6%
365 Health Specialties Teachers, Postsecondary
Education · 221K workers
$107,310 $151,400est. 79/100 46% +17.9%
365 Farm and Home Management Educators
Education · 8,220 workers
$60,220 $78,400est. 47/100 46% −3.2%
365 Fashion Designers
Fashion · 21K workers
$80,960 $107,100est. 56/100 46% +0.1%
365 Locker Room, Coatroom, and Dressing Room Attendants
· 16K workers
$36,300 $49,500est. 56/100 46% +6.4%
365 First-Line Supervisors of Retail Sales Workers
Retail · 1.1M workers
$48,520 $63,000est. 38/100 46% −3.7%
365 Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products
Sales · 1.2M workers
$72,080 $94,900est. 43/100 46% −0.9%
365 Postal Service Mail Sorters, Processors, and Processing Machine Operators
Logistics · 105K workers
$58,470 $75,300est. 30/100 46% −5.3%
365 Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders
Manufacturing & Repair · 20K workers
$44,810 $59,300est. 41/100 46% +0.4%
365 Gas Compressor and Gas Pumping Station Operators
Logistics · 3,510 workers
$77,320 $103,300est. 50/100 46% +2.1%
378 Industrial Production Managers
Management & Consulting · 246K workers
$126,060 $168,900est. 56/100 45% +2.6%
378 Entertainment and Recreation Managers, Except Gambling $79,520 $108,300est. 70/100 45% +6.0%
378 Meeting, Convention, and Event Planners
Management & Consulting · 143K workers
$61,160 $83,200est. 66/100 45% +5.8%
378 Mental Health Counselors — —est. 64/100 45% —
378 Middle School Teachers, Except Special and Career/Technical Education
Education · 620K workers
$64,370 $85,000est. 40/100 45% −0.4%
378 Special Education Teachers, Secondary School
Education · 164K workers
$74,260 $98,100est. 44/100 45% −0.2%
378 Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors
Education · 37K workers
$61,540 $76,800est. 43/100 45% −13.9%
378 Media and Communication Workers, All Other
Writing & Media · 20K workers
$73,620 $99,300est. 60/100 45% +3.9%
378 Lighting Technicians
Film & Video · 8,900 workers
$68,060 $88,000est. 39/100 45% −4.8%
378 Photographers
Film & Video · 52K workers
$44,660 $58,900est. 45/100 45% −0.7%
378 Media and Communication Equipment Workers, All Other
Film & Video · 12K workers
$70,720 $94,300est. 47/100 45% +1.6%
378 Neurologists
Healthcare · 11K workers
$248,560 $339,200est. 66/100 45% +6.4%
378 Pharmacy Technicians
Healthcare · 472K workers
$45,750 $62,400est. 54/100 45% +6.4%
378 Construction and Building Inspectors
Construction · 147K workers
$74,690 $98,800est. 52/100 45% +0.0%
378 Electrical and Electronics Repairers, Powerhouse, Substation, and Relay
Manufacturing & Repair · 21K workers
$103,020 $142,800est. 70/100 45% +9.7%
378 Coil Winders, Tapers, and Finishers
Manufacturing & Repair · 13K workers
$48,220 $62,600est. 39/100 45% −4.0%
378 Team Assemblers — —est. 45/100 45% —
378 Forging Machine Setters, Operators, and Tenders, Metal and Plastic
Manufacturing & Repair · 8,930 workers
$49,030 $61,200est. 27/100 45% −17.2%
378 Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Manufacturing & Repair · 67K workers
$46,550 $58,400est. 26/100 45% −10.8%
378 Sewing Machine Operators
Manufacturing & Repair · 105K workers
$36,670 $45,800est. 28/100 45% −15.1%
378 Bus Drivers, School
Transportation · 403K workers
$47,920 $63,600est. 43/100 45% +0.7%
378 Railroad Conductors and Yardmasters
Transportation · 46K workers
$78,000 $103,600est. 40/100 45% +0.9%
378 Tank Car, Truck, and Ship Loaders
Logistics · 11K workers
$58,870 $78,900est. 54/100 45% +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