Jobs most exposed to AI in the U.S.(from #451)

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)
451 Social and Human Service Assistants
Social Services · 438K workers
$45,930 $63,200est. 62/100 40% +7.4%
451 Audiologists
Healthcare · 14K workers
$95,780 $134,100est. 65/100 40% +11.0%
451 Radiologic Technologists and Technicians
Healthcare · 230K workers
$80,110 $109,000est. 54/100 40% +5.0%
451 Opticians, Dispensing
Healthcare · 74K workers
$47,260 $64,000est. 49/100 40% +4.2%
451 Medical Equipment Preparers
Caregiving · 77K workers
$47,700 $66,700est. 64/100 40% +10.8%
451 Pharmacy Aides
Caregiving · 40K workers
$37,680 $49,900est. 40/100 40% −0.7%
451 First-Line Supervisors of Security Workers
Protective Services · 81K workers
$55,940 $75,600est. 50/100 40% +3.7%
451 Sales and Related Workers, All Other
Sales · 93K workers
$48,280 $64,400est. 50/100 40% +1.1%
451 Couriers and Messengers
Logistics · 69K workers
$39,200 $54,100est. 60/100 40% +8.0%
451 Meat, Poultry, and Fish Cutters and Trimmers
Manufacturing & Repair · 146K workers
$38,300 $52,300est. 53/100 40% +5.7%
451 Tool and Die Makers
Manufacturing & Repair · 57K workers
$64,050 $81,300est. 39/100 40% −9.2%
451 Taxi Drivers
Transportation · 41K workers
$42,100 $59,100est. 65/100 40% +11.5%
451 Motor Vehicle Operators, All Other
Transportation · 47K workers
$37,180 $50,000est. 52/100 40% +2.8%
451 Rail Yard Engineers, Dinkey Operators, and Hostlers
Transportation · 3,920 workers
$60,600 $80,800est. 41/100 40% +0.8%
451 Rail Transportation Workers, All Other
Transportation · 1,120 workers
$56,360 $76,400est. 57/100 40% +4.4%
451 Transportation Workers, All Other
Transportation · 14K workers
$45,650 $61,800est. 56/100 40% +4.0%
451 Material Moving Workers, All Other
Logistics · 23K workers
$41,800 $56,200est. 51/100 40% +2.7%
468 Forest and Conservation Technicians
Engineering & Science · 30K workers
$54,560 $71,800est. 49/100 39% −2.1%
468 Substitute Teachers, Short-Term
Education · 525K workers
$41,670 $55,900est. 49/100 39% +2.0%
468 Physician Assistants
Healthcare · 162K workers
$135,880 $191,700est. 72/100 39% +21.1%
468 Security Guards
Protective Services · 1.3M workers
$38,020 $50,700est. 41/100 39% +0.9%
468 Retail Salespersons
Retail · 3.9M workers
$35,410 $47,000est. 40/100 39% −0.3%
468 Log Graders and Scalers
Agriculture · 3,070 workers
$46,330 $60,900est. 44/100 39% −2.2%
468 Avionics Technicians
Manufacturing & Repair · 19K workers
$82,280 $114,400est. 69/100 39% +9.4%
468 Print Binding and Finishing Workers
Manufacturing & Repair · 33K workers
$42,290 $53,000est. 26/100 39% −17.5%
468 Textile Knitting and Weaving Machine Setters, Operators, and Tenders
Manufacturing & Repair · 13K workers
$39,530 $49,500est. 31/100 39% −13.7%
468 Stationary Engineers and Boiler Operators
Manufacturing & Repair · 28K workers
$78,620 $106,000est. 62/100 39% +3.1%
468 Helpers--Production Workers
Manufacturing & Repair · 166K workers
$39,070 $49,900est. 34/100 39% −8.2%
468 Subway and Streetcar Operators
Transportation · 10K workers
$86,380 $116,900est. 55/100 39% +3.7%
480 Disc Jockeys, Except Radio
Entertainment · 7,920 workers
— —est. 61/100 38% +3.8%
480 General Internal Medicine Physicians
Healthcare · 67K workers
$256,560 $347,800est. 62/100 38% +4.0%
480 Diagnostic Medical Sonographers
Healthcare · 90K workers
$96,590 $136,200est. 66/100 38% +13.9%
480 Ophthalmic Medical Technicians
Healthcare · 71K workers
$45,570 $64,300est. 67/100 38% +21.4%
480 First-Line Supervisors of Mechanics, Installers, and Repairers
Manufacturing & Repair · 618K workers
$79,860 $108,300est. 58/100 38% +4.1%
480 Medical Equipment Repairers
Manufacturing & Repair · 66K workers
$61,660 $87,000est. 70/100 38% +12.6%
480 Bakers
Manufacturing & Repair · 236K workers
$37,160 $50,700est. 55/100 38% +5.5%
480 Metal-Refining Furnace Operators and Tenders
Manufacturing & Repair · 17K workers
$54,430 $71,400est. 41/100 38% −2.9%
480 Patternmakers, Metal and Plastic
Manufacturing & Repair · 1,470 workers
$58,000 $72,700est. 35/100 38% −22.8%
480 Patternmakers, Wood
Manufacturing & Repair · 220 workers
$49,630 $65,400est. 54/100 38% −2.0%
480 Mixing and Blending Machine Setters, Operators, and Tenders
Manufacturing & Repair · 95K workers
$48,990 $63,200est. 33/100 38% −6.1%
480 Photographic Process Workers and Processing Machine Operators
Manufacturing & Repair · 4,800 workers
$40,610 $52,500est. 37/100 38% −5.6%
480 Bus Drivers, Transit and Intercity
Transportation · 159K workers
$59,050 $80,100est. 57/100 38% +4.1%
480 Packers and Packagers, Hand
Logistics · 560K workers
$36,280 $47,100est. 33/100 38% −5.0%
494 Special Education Teachers, Middle School
Education · 95K workers
$66,810 $88,700est. 44/100 37% −0.4%
494 Speech-Language Pathologists
Healthcare · 183K workers
$97,870 $138,100est. 70/100 37% +16.6%
494 Nurse Practitioners
Healthcare · 323K workers
$132,300 $186,600est. 79/100 37% +41.0%
494 Detectives and Criminal Investigators
Protective Services · 114K workers
$93,790 $124,900est. 49/100 37% +0.2%
494 Tour Guides and Escorts — —est. 58/100 37% —
494 Telecommunications Equipment Installers and Repairers, Except Line Installers
Manufacturing & Repair · 141K workers
$63,890 $83,700est. 41/100 37% −3.3%
494 Control and Valve Installers and Repairers, Except Mechanical Door
Manufacturing & Repair · 48K workers
$74,340 $101,000est. 58/100 37% +4.3%
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