Jobs most exposed to AI in the U.S.(from #651)

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)
641 Pediatricians, General
Healthcare · 39K workers
$210,040 $284,000est. 57/100 25% +1.5%
641 Athletic Trainers
Healthcare · 30K workers
$62,520 $88,200est. 70/100 25% +12.7%
641 Home Health Aides — —est. 54/100 25% —
641 Cooks, Short Order
Food Service · 139K workers
$35,880 $47,000est. 40/100 25% −5.2%
641 Cooks, All Other
Food Service · 19K workers
$37,690 $51,900est. 63/100 25% +5.2%
641 Food Servers, Nonrestaurant
Food Service · 294K workers
$35,360 $48,500est. 56/100 25% +4.5%
641 Food Preparation and Serving Related Workers, All Other
Food Service · 85K workers
$35,840 $49,400est. 63/100 25% +5.5%
641 Demonstrators and Product Promoters
Sales · 65K workers
$39,320 $52,800est. 46/100 25% +0.2%
641 Recreational Vehicle Service Technicians
Manufacturing & Repair · 17K workers
$52,000 $73,200est. 69/100 25% +9.7%
641 Layout Workers, Metal and Plastic
Manufacturing & Repair · 5,970 workers
$63,870 $84,300est. 45/100 25% −3.4%
641 Flight Attendants
Aviation · 132K workers
$63,580 $89,100est. 70/100 25% +8.8%
641 Ship Engineers
Transportation · 8,400 workers
$109,530 $149,000est. 67/100 25% +2.7%
663 Psychiatric Aides
Caregiving · 36K workers
$44,910 $60,900est. 51/100 24% +1.9%
663 Correctional Officers and Jailers
Protective Services · 380K workers
$58,940 $76,400est. 36/100 24% −7.4%
663 Chefs and Head Cooks
Food Service · 200K workers
$62,470 $86,600est. 72/100 24% +6.6%
663 Forest and Conservation Workers
Agriculture · 6,050 workers
$43,680 $58,200est. 51/100 24% −1.5%
663 Electronic Equipment Installers and Repairers, Motor Vehicles
Manufacturing & Repair · 8,550 workers
$48,420 $61,300est. 33/100 24% −14.5%
663 Automotive Body and Related Repairers
Manufacturing & Repair · 149K workers
$54,890 $75,100est. 53/100 24% +3.7%
663 Motorcycle Mechanics
Manufacturing & Repair · 14K workers
$48,580 $65,900est. 55/100 24% +2.1%
663 Millwrights
Manufacturing & Repair · 40K workers
$65,700 $88,600est. 50/100 24% +0.9%
663 Refractory Materials Repairers, Except Brickmasons
Manufacturing & Repair · 1,080 workers
$61,290 $77,700est. 41/100 24% −13.7%
663 Model Makers, Wood
Manufacturing & Repair · 280 workers
$56,550 $74,800est. 56/100 24% −3.3%
663 Sailors and Marine Oilers
Transportation · 32K workers
$51,520 $70,300est. 60/100 24% +3.2%
674 Merchandise Displayers and Window Trimmers
Design · 165K workers
$39,390 $53,600est. 51/100 23% +2.7%
674 Dentists, General
Healthcare · 124K workers
$170,950 $236,200est. 69/100 23% +5.7%
674 Dermatologists
Healthcare · 11K workers
$328,730 $456,700est. 72/100 23% +6.8%
674 Animal Control Workers
Protective Services · 12K workers
$45,660 $62,600est. 58/100 23% +4.0%
674 Explosives Workers, Ordnance Handling Experts, and Blasters
Construction · 5,100 workers
$61,390 $82,500est. 46/100 23% +0.0%
674 Bicycle Repairers
Manufacturing & Repair · 12K workers
$42,780 $55,900est. 38/100 23% −5.7%
674 Tire Repairers and Changers
Manufacturing & Repair · 108K workers
$37,710 $51,500est. 52/100 23% +3.4%
674 Helpers--Installation, Maintenance, and Repair Workers
Manufacturing & Repair · 96K workers
$39,630 $54,700est. 62/100 23% +5.3%
674 Passenger Attendants
Transportation · 27K workers
$37,720 $52,200est. 60/100 23% +6.0%
683 Self-Enrichment Teachers
Education · 332K workers
$46,800 $64,000est. 61/100 22% +3.5%
683 Teaching Assistants, Special Education — —est. 67/100 22% —
683 Dental Hygienists
Healthcare · 223K workers
$98,100 $137,200est. 68/100 22% +8.0%
683 Psychiatric Technicians
Healthcare · 157K workers
$45,130 $63,700est. 67/100 22% +22.3%
683 Orthotists and Prosthetists
Healthcare · 9,390 workers
$81,110 $114,400est. 74/100 22% +12.9%
683 Personal Care Aides — —est. 59/100 22% —
683 Maids and Housekeeping Cleaners $35,510 $47,900est. 48/100 22% +0.6%
683 Farm Equipment Mechanics and Service Technicians
Manufacturing & Repair · 38K workers
$56,550 $79,800est. 71/100 22% +10.7%
683 Mechanical Door Repairers
Manufacturing & Repair · 27K workers
$55,720 $77,300est. 58/100 22% +6.4%
683 Upholsterers
Manufacturing & Repair · 20K workers
$46,340 $61,600est. 40/100 22% −2.3%
683 Furniture Finishers
Manufacturing & Repair · 14K workers
$44,540 $58,900est. 44/100 22% −3.5%
683 Ambulance Drivers and Attendants, Except Emergency Medical Technicians
Transportation · 13K workers
$35,450 $47,400est. 41/100 22% −1.3%
683 Crane and Tower Operators
Logistics · 43K workers
$68,080 $93,300est. 59/100 22% +3.8%
696 Anesthesiologists
Healthcare · 39K workers
$391,490 $536,300est. 66/100 21% +3.6%
696 Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop
Food Service · 433K workers
$31,200 $42,700est. 54/100 21% +3.4%
696 Farmworkers and Laborers, Crop, Nursery, and Greenhouse
Agriculture · 266K workers
$35,660 $47,400est. 46/100 21% −2.4%
696 Mobile Heavy Equipment Mechanics, Except Engines
Manufacturing & Repair · 177K workers
$65,510 $91,100est. 68/100 21% +6.7%
696 Commercial Divers
Manufacturing & Repair · 3,450 workers
$72,990 $100,600est. 70/100 21% +4.8%
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