Jobs most exposed to AI in the U.S.(from #401)

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)
401 Facilities Managers
Management & Consulting · 156K workers
$106,660 $144,400est. 66/100 44% +4.6%
401 Education Administrators, Kindergarten through Secondary
Management & Consulting · 328K workers
$105,870 $139,900est. 50/100 44% −0.3%
401 Substance Abuse and Behavioral Disorder Counselors — —est. 58/100 44% —
401 Probation Officers and Correctional Treatment Specialists
Social Services · 89K workers
$66,270 $89,000est. 55/100 44% +3.0%
401 Special Education Teachers, Elementary School — —est. 59/100 44% —
401 Music Directors and Composers
Music · 13K workers
$73,710 $98,200est. 63/100 44% +1.2%
401 Residential Advisors
· 85K workers
$42,240 $56,900est. 53/100 44% +3.5%
401 Parts Salespersons
Retail · 270K workers
$38,630 $51,900est. 47/100 44% +3.0%
401 Musical Instrument Repairers and Tuners
Manufacturing & Repair · 5,380 workers
$46,420 $62,000est. 47/100 44% +1.9%
401 Aircraft Structure, Surfaces, Rigging, and Systems Assemblers
Manufacturing & Repair · 34K workers
$65,380 $84,200est. 41/100 44% −5.6%
401 Rolling Machine Setters, Operators, and Tenders, Metal and Plastic
Manufacturing & Repair · 25K workers
$50,140 $63,700est. 29/100 44% −8.3%
401 Model Makers, Metal and Plastic
Manufacturing & Repair · 2,610 workers
$63,340 $79,100est. 34/100 44% −17.3%
401 Shoe Machine Operators and Tenders
Manufacturing & Repair · 3,280 workers
$35,650 $45,600est. 32/100 44% −6.9%
401 Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders
Manufacturing & Repair · 59K workers
$45,760 $61,000est. 40/100 44% +1.5%
401 Packaging and Filling Machine Operators and Tenders
Manufacturing & Repair · 379K workers
$43,220 $58,400est. 49/100 44% +4.1%
401 Aircraft Cargo Handling Supervisors
· 9,760 workers
$58,170 $80,500est. 60/100 44% +9.2%
401 Airfield Operations Specialists
Aviation · 15K workers
$56,850 $78,200est. 63/100 44% +7.8%
418 Funeral Home Managers $78,790 $106,500est. 66/100 43% +4.1%
418 Child, Family, and School Social Workers
Social Services · 393K workers
$59,550 $80,600est. 58/100 43% +4.4%
418 Mental Health and Substance Abuse Social Workers
Social Services · 133K workers
$60,280 $83,900est. 69/100 43% +10.3%
418 Health Education Specialists
Social Services · 66K workers
$64,070 $87,200est. 64/100 43% +5.6%
418 Psychiatrists
Healthcare · 28K workers
$281,870 $386,700est. 67/100 43% +7.2%
418 Medical Assistants
Caregiving · 818K workers
$45,690 $64,400est. 63/100 43% +12.9%
418 First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling Services
· 103K workers
$48,560 $66,000est. 57/100 43% +5.3%
418 Postal Service Mail Carriers
Logistics · 329K workers
$60,550 $80,100est. 33/100 43% −0.3%
418 Heating, Air Conditioning, and Refrigeration Mechanics and Installers
Manufacturing & Repair · 410K workers
$61,010 $85,200est. 69/100 43% +10.9%
418 Timing Device Assemblers and Adjusters
Manufacturing & Repair · 250 workers
$62,620 $80,500est. 37/100 43% −6.1%
418 Machinists
Manufacturing & Repair · 287K workers
$58,750 $78,200est. 47/100 43% +1.0%
418 Tool Grinders, Filers, and Sharpeners
Manufacturing & Repair · 5,600 workers
$50,060 $64,200est. 33/100 43% −6.8%
418 Textile Winding, Twisting, and Drawing Out Machine Setters, Operators, and Tenders
Manufacturing & Repair · 22K workers
$38,670 $48,700est. 30/100 43% −10.3%
418 Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders
Manufacturing & Repair · 14K workers
$48,040 $64,500est. 49/100 43% +2.6%
432 Farm Labor Contractors $58,460 $80,300est. 70/100 42% +7.4%
432 Floral Designers
Design · 41K workers
$37,360 $48,200est. 36/100 42% −5.6%
432 Travel Guides — —est. 48/100 42% —
432 Recreation Workers
· 331K workers
$36,560 $49,500est. 58/100 42% +4.3%
432 Meter Readers, Utilities
Logistics · 19K workers
$48,150 $60,700est. 26/100 42% −10.5%
432 Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic
Manufacturing & Repair · 12K workers
$52,800 $66,000est. 35/100 42% −13.2%
432 Pressers, Textile, Garment, and Related Materials
Manufacturing & Repair · 26K workers
$35,060 $43,800est. 25/100 42% −15.7%
432 Power Plant Operators
Manufacturing & Repair · 29K workers
$102,040 $132,000est. 45/100 42% −5.1%
432 Cooling and Freezing Equipment Operators and Tenders
Manufacturing & Repair · 6,900 workers
$41,330 $56,400est. 57/100 42% +5.9%
432 Heavy and Tractor-Trailer Truck Drivers
Transportation · 2.1M workers
$58,640 $79,200est. 53/100 42% +3.8%
432 Parking Attendants
Transportation · 138K workers
$35,150 $47,100est. 40/100 42% +2.0%
432 Wellhead Pumpers
Logistics · 18K workers
$69,960 $91,900est. 46/100 42% −2.0%
444 Magnetic Resonance Imaging Technologists
Healthcare · 43K workers
$95,480 $131,500est. 60/100 41% +7.7%
444 Pesticide Handlers, Sprayers, and Applicators, Vegetation $46,340 $62,700est. 51/100 41% +3.9%
444 Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic
Manufacturing & Repair · 125K workers
$47,180 $62,800est. 41/100 41% +0.6%
444 Textile Cutting Machine Setters, Operators, and Tenders
Manufacturing & Repair · 9,000 workers
$38,760 $48,500est. 30/100 41% −13.6%
444 Cutters and Trimmers, Hand
Manufacturing & Repair · 6,060 workers
$38,020 $47,600est. 26/100 41% −18.9%
444 Molders, Shapers, and Casters, Except Metal and Plastic
Manufacturing & Repair · 33K workers
$46,170 $63,000est. 59/100 41% +5.8%
444 Pump Operators, Except Wellhead Pumpers
Logistics · 9,780 workers
$61,770 $83,700est. 58/100 41% +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