Annual pay growth rate from the Shigoto Zukan model (base wage growth + labor demand + wage momentum − AI impact). (867 occupations)
| # | Occupation | Median pay | In 10 yrs | Outlook | AI risk | Growth (10 yr) |
|---|---|---|---|---|---|---|
| 601 | Architectural and Civil Drafters Engineering & Science · 104K workers |
$66,150 | $86,300est. | 55/100 | 62% | +5.2% |
| 602 | Compliance Officers Management & Consulting · 417K workers |
$80,730 | $105,300est. | 56/100 | 60% | +3.8% |
| 602 | Agricultural Engineers Engineering & Science · 1,480 workers |
$98,590 | $128,600est. | 59/100 | 65% | +6.9% |
| 602 | Environmental Engineers Engineering & Science · 38K workers |
$107,110 | $139,700est. | 57/100 | 64% | +6.3% |
| 602 | Interpreters and Translators Writing & Media · 52K workers |
$60,170 | $78,500est. | 52/100 | 57% | +2.0% |
| 602 | Fish and Game Wardens Protective Services · 5,770 workers |
$74,060 | $96,600est. | 47/100 | 26% | −5.7% |
| 602 | Bridge and Lock Tenders Transportation · 3,040 workers |
$57,700 | $75,300est. | 38/100 | 49% | −2.3% |
| 608 | Industrial Engineering Technologists and Technicians Engineering & Science · 76K workers |
$66,120 | $86,200est. | 50/100 | 59% | +3.1% |
| 608 | Zoologists and Wildlife Biologists Engineering & Science · 18K workers |
$76,780 | $100,000est. | 50/100 | 60% | +3.6% |
| 608 | Woodworkers, All Other Manufacturing & Repair · 5,490 workers |
$44,530 | $58,000est. | 43/100 | 50% | −2.3% |
| 611 | Education and Childcare Administrators, Preschool and Daycare Management & Consulting · 74K workers |
$59,300 | $77,200est. | 37/100 | 47% | −3.1% |
| 611 | Farm and Home Management Educators Education · 8,220 workers |
$60,220 | $78,400est. | 47/100 | 46% | −3.2% |
| 611 | Gambling Change Persons and Booth Cashiers Retail · 22K workers |
$36,220 | $47,200est. | 36/100 | 51% | −1.9% |
| 611 | Computer, Automated Teller, and Office Machine Repairers Manufacturing & Repair · 66K workers |
$47,810 | $62,200est. | 37/100 | 48% | −3.0% |
| 611 | Traffic Technicians Transportation · 7,860 workers |
$59,090 | $76,900est. | 53/100 | 61% | +4.0% |
| 616 | Library Science Teachers, Postsecondary Education · 3,630 workers |
$80,340 | $104,500est. | 54/100 | 59% | +2.7% |
| 616 | Medical Dosimetrists Healthcare · 3,410 workers |
$147,470 | $191,700est. | 55/100 | 63% | +5.0% |
| 616 | Jewelers and Precious Stone and Metal Workers Manufacturing & Repair · 22K workers |
$52,540 | $68,300est. | 48/100 | 48% | −3.2% |
| 619 | Computer Science Teachers, Postsecondary Education · 35K workers |
$96,980 | $126,000est. | 62/100 | 63% | +4.9% |
| 619 | First-Line Supervisors of Retail Sales Workers Retail · 1.1M workers |
$48,520 | $63,000est. | 38/100 | 46% | −3.7% |
| 619 | Pourers and Casters, Metal Manufacturing & Repair · 4,560 workers |
$51,810 | $67,300est. | 36/100 | 36% | −5.0% |
| 622 | Buyers and Purchasing Agents, Farm Products | — | —est. | 43/100 | 62% | — |
| 622 | Wholesale and Retail Buyers, Except Farm Products | — | —est. | 42/100 | 62% | — |
| 622 | Logging Workers, All Other Agriculture · 1,700 workers |
$50,840 | $66,000est. | 51/100 | 20% | −7.6% |
| 622 | Coin, Vending, and Amusement Machine Servicers and Repairers Manufacturing & Repair · 26K workers |
$47,450 | $61,600est. | 40/100 | 49% | −3.4% |
| 622 | Coil Winders, Tapers, and Finishers Manufacturing & Repair · 13K workers |
$48,220 | $62,600est. | 39/100 | 45% | −4.0% |
| 622 | Packers and Packagers, Hand Logistics · 560K workers |
$36,280 | $47,100est. | 33/100 | 38% | −5.0% |
| 628 | Postmasters and Mail Superintendents Management & Consulting · 14K workers |
$96,660 | $125,400est. | 41/100 | 55% | −0.3% |
| 628 | Statisticians AI & Data · 29K workers |
$105,650 | $137,000est. | 59/100 | 74% | +11.0% |
| 628 | Geoscientists, Except Hydrologists and Geographers Engineering & Science · 23K workers |
$101,920 | $132,200est. | 56/100 | 64% | +5.1% |
| 628 | Legal Support Workers, All Other Legal · 47K workers |
$72,110 | $93,500est. | 46/100 | 55% | −0.3% |
| 628 | Geography Teachers, Postsecondary Education · 3,330 workers |
$97,590 | $126,600est. | 58/100 | 60% | +2.7% |
| 628 | Food Cooking Machine Operators and Tenders Manufacturing & Repair · 31K workers |
$41,590 | $53,900est. | 37/100 | 55% | −0.3% |
| 634 | Architects, Except Landscape and Naval Architecture · 107K workers |
$99,280 | $128,600est. | 55/100 | 63% | +4.3% |
| 634 | Computer Hardware Engineers Engineering & Science · 77K workers |
$161,740 | $209,600est. | 60/100 | 71% | +9.1% |
| 634 | Fine Artists, Including Painters, Sculptors, and Illustrators Design · 11K workers |
$55,490 | $71,900est. | 49/100 | 51% | −2.9% |
| 634 | Correctional Officers and Jailers Protective Services · 380K workers |
$58,940 | $76,400est. | 36/100 | 24% | −7.4% |
| 634 | Shoe and Leather Workers and Repairers Manufacturing & Repair · 7,450 workers |
$37,800 | $49,000est. | 37/100 | 30% | −6.5% |
| 639 | Materials Engineers Engineering & Science · 23K workers |
$112,860 | $146,000est. | 57/100 | 69% | +7.5% |
| 639 | Archivists Education · 7,970 workers |
$64,550 | $83,500est. | 58/100 | 62% | +3.4% |
| 639 | Structural Metal Fabricators and Fitters Manufacturing & Repair · 52K workers |
$51,330 | $66,400est. | 37/100 | 34% | −6.2% |
| 639 | Power Plant Operators Manufacturing & Repair · 29K workers |
$102,040 | $132,000est. | 45/100 | 42% | −5.1% |
| 639 | Photographic Process Workers and Processing Machine Operators Manufacturing & Repair · 4,800 workers |
$40,610 | $52,500est. | 37/100 | 38% | −5.6% |
| 639 | Transportation Inspectors Transportation · 24K workers |
$92,100 | $119,200est. | 56/100 | 60% | +2.2% |
| 645 | Cartographers and Photogrammetrists Architecture · 14K workers |
$81,390 | $105,200est. | 54/100 | 69% | +7.4% |
| 645 | Law Teachers, Postsecondary Education · 20K workers |
$128,500 | $166,100est. | 57/100 | 61% | +2.6% |
| 645 | Lighting Technicians Film & Video · 8,900 workers |
$68,060 | $88,000est. | 39/100 | 45% | −4.8% |
| 648 | Environmental Scientists and Specialists, Including Health Engineering & Science · 89K workers |
$82,220 | $106,200est. | 59/100 | 67% | +6.1% |
| 648 | Film and Video Editors Film & Video · 26K workers |
$75,420 | $97,400est. | 59/100 | 63% | +3.7% |
| 648 | Gambling and Sports Book Writers and Runners · 8,950 workers |
$34,980 | $45,200est. | 38/100 | 60% | +1.8% |