Jobs most exposed to AI in the U.S.(from #601)

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)
589 Paper Goods Machine Setters, Operators, and Tenders
Manufacturing & Repair · 96K workers
$50,270 $66,100est. 40/100 29% −3.6%
589 Railroad Brake, Signal, and Switch Operators and Locomotive Firers
Transportation · 12K workers
$68,840 $92,500est. 47/100 29% +0.8%
603 Elementary School Teachers, Except Special Education
Education · 1.4M workers
$63,970 $85,500est. 46/100 28% −0.4%
603 Nurse Anesthetists
Healthcare · 52K workers
$236,590 $332,100est. 72/100 28% +9.7%
603 Parking Enforcement Workers
Protective Services · 9,050 workers
$46,730 $62,300est. 38/100 28% −1.1%
603 Embalmers
· 3,890 workers
$58,780 $79,000est. 57/100 28% +0.7%
603 First-Line Supervisors of Farming, Fishing, and Forestry Workers
Agriculture · 28K workers
$59,320 $80,900est. 68/100 28% +3.8%
603 Logging Equipment Operators
Agriculture · 21K workers
$49,740 $65,400est. 45/100 28% −3.8%
603 Maintenance Workers, Machinery
Manufacturing & Repair · 60K workers
$60,850 $80,800est. 46/100 28% −1.9%
603 Grinding and Polishing Workers, Hand
Manufacturing & Repair · 11K workers
$42,660 $53,900est. 26/100 28% −19.2%
603 Coating, Painting, and Spraying Machine Setters, Operators, and Tenders
Manufacturing & Repair · 159K workers
$48,250 $65,400est. 49/100 28% +2.5%
603 Captains, Mates, and Pilots of Water Vessels
Transportation · 37K workers
$92,460 $126,300est. 68/100 28% +4.0%
603 Conveyor Operators and Tenders
Logistics · 23K workers
$42,420 $56,100est. 38/100 28% −2.6%
614 Nurse Midwives
Healthcare · 7,920 workers
$134,040 $189,100est. 71/100 27% +11.5%
614 Dental Assistants
Caregiving · 388K workers
$48,070 $66,800est. 67/100 27% +7.4%
614 School Bus Monitors
Protective Services · 78K workers
$35,100 $46,600est. 42/100 27% −1.9%
614 Cooks, Institution and Cafeteria
Food Service · 441K workers
$37,450 $50,900est. 51/100 27% +2.8%
614 Animal Caretakers
· 267K workers
$35,360 $49,900est. 65/100 27% +12.1%
614 Security and Fire Alarm Systems Installers
Manufacturing & Repair · 86K workers
$60,070 $83,200est. 66/100 27% +6.8%
614 Aircraft Mechanics and Service Technicians
Manufacturing & Repair · 138K workers
$79,870 $109,900est. 65/100 27% +5.4%
614 Automotive Service Technicians and Mechanics
Manufacturing & Repair · 705K workers
$50,620 $69,500est. 61/100 27% +5.0%
614 Engine and Other Machine Assemblers
Manufacturing & Repair · 34K workers
$53,710 $67,900est. 33/100 27% −17.0%
614 Cabinetmakers and Bench Carpenters
Manufacturing & Repair · 77K workers
$46,680 $61,700est. 41/100 27% −2.9%
614 Dredge Operators
Logistics · 1,040 workers
$49,640 $66,800est. 47/100 27% +0.7%
614 Hoist and Winch Operators
Logistics · 2,600 workers
$56,450 $75,700est. 55/100 27% +0.2%
626 Prosthodontists
Healthcare · 870 workers
$311,180 $429,300est. 82/100 26% +5.8%
626 Respiratory Therapists
Healthcare · 140K workers
$82,280 $115,000est. 64/100 26% +8.5%
626 Family Medicine Physicians
Healthcare · 108K workers
$244,180 $332,800est. 61/100 26% +3.3%
626 Nursing Assistants
Caregiving · 1.4M workers
$42,260 $57,400est. 53/100 26% +2.6%
626 Fish and Game Wardens
Protective Services · 5,770 workers
$74,060 $96,600est. 47/100 26% −5.7%
626 Transportation Security Screeners
Protective Services · 50K workers
$66,770 $87,700est. 43/100 26% −4.2%
626 Morticians, Undertakers, and Funeral Arrangers
· 25K workers
$55,010 $74,900est. 59/100 26% +3.0%
626 Models
Sales · 3,780 workers
$48,470 $64,400est. 47/100 26% −2.1%
626 Graders and Sorters, Agricultural Products
Agriculture · 25K workers
$35,730 $47,100est. 42/100 26% −3.4%
626 Electric Motor, Power Tool, and Related Repairers
Manufacturing & Repair · 14K workers
$56,210 $77,000est. 61/100 26% +4.4%
626 Industrial Machinery Mechanics
Manufacturing & Repair · 440K workers
$64,520 $91,000est. 74/100 26% +17.8%
626 Maintenance and Repair Workers, General
Manufacturing & Repair · 1.5M workers
$49,590 $67,900est. 60/100 26% +4.2%
626 Signal and Track Switch Repairers
Manufacturing & Repair · 8,720 workers
$92,460 $125,100est. 57/100 26% +1.8%
626 Motorboat Operators
Transportation · 2,480 workers
$47,520 $65,300est. 61/100 26% +4.9%
626 Refuse and Recyclable Material Collectors
Logistics · 147K workers
$49,690 $67,300est. 51/100 26% +2.1%
641 Social Sciences Teachers, Postsecondary, All Other
Education · 17K workers
$72,990 $98,700est. 53/100 25% +1.6%
641 Art, Drama, and Music Teachers, Postsecondary
Education · 94K workers
$78,620 $106,700est. 63/100 25% +2.2%
641 Postsecondary Teachers, All Other
Education · 150K workers
$77,640 $105,200est. 57/100 25% +2.0%
641 Special Education Teachers, All Other
Education · 34K workers
$76,580 $103,700est. 52/100 25% +1.9%
641 Teachers and Instructors, All Other
Education · 114K workers
$66,140 $88,700est. 58/100 25% −0.2%
641 Teaching Assistants, All Other — —est. 75/100 25% —
641 Educational Instruction and Library Workers, All Other
Education · 119K workers
$50,890 $68,900est. 55/100 25% +1.8%
641 Athletes and Sports Competitors
Sports & Fitness · 15K workers
$66,710 $92,000est. 73/100 25% +5.5%
641 Entertainers and Performers, Sports and Related Workers, All Other
Entertainment · 17K workers
— —est. 77/100 25% +4.7%
641 Obstetricians and Gynecologists
Healthcare · 21K workers
$292,910 $396,400est. 59/100 25% +1.7%
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