Full index · run 1.0.0-draft.1 · 2026-08-05

All 923 scored occupations

Ranked by composite substitution pressure (0–100). The whisker is the confidence interval from rater disagreement. Wages are U.S. national medians (BLS OEWS).

Page 4 / 19 · ranks 151200 of 923

  1. 151First-Line Supervisors of Production and Operating Workers41

    CI 3647 · exposure 39 · augmentation 64 · $74,450/yr · 673,430 employed

  2. 152Logistics Engineers41

    CI 3349 · exposure 37 · augmentation 73 · $82,320/yr · 251,040 employed

  3. 153Photographers41

    CI 3349 · exposure 34 · augmentation 53 · $44,660/yr · 51,760 employed

  4. 154Office Machine Operators, Except Computer41

    CI 3250 · exposure 35 · augmentation 38 · $40,960/yr · 25,130 employed

  5. 155Public Relations Specialists41

    CI 3547 · exposure 35 · augmentation 76 · $74,750/yr · 283,380 employed

  6. 156Geodetic Surveyors41

    CI 3546 · exposure 41 · augmentation 68 · $75,440/yr · 50,830 employed

  7. 157Couriers and Messengers41

    CI 3250 · exposure 33 · augmentation 48 · $39,200/yr · 68,640 employed

  8. 158Atmospheric and Space Scientists41

    CI 3250 · exposure 38 · augmentation 74 · $99,070/yr · 10,000 employed

  9. 159Purchasing Managers41

    CI 3546 · exposure 38 · augmentation 69 · $148,080/yr · 84,320 employed

  10. 160Audio and Video Technicians41

    CI 3447 · exposure 34 · augmentation 57 · $58,100/yr · 70,230 employed

  11. 161Gambling and Sports Book Writers and Runners41

    CI 2853 · exposure 40 · augmentation 38 · $34,980/yr · 8,950 employed

  12. 162Food Service Managers41

    CI 3546 · exposure 37 · augmentation 55 · $69,390/yr · 238,430 employed

  13. 163Computer Numerically Controlled Tool Programmers41

    CI 2754 · exposure 39 · augmentation 62 · $68,120/yr · 28,500 employed

  14. 164Advertising and Promotions Managers40

    CI 3249 · exposure 34 · augmentation 75 · $133,660/yr · 21,470 employed

  15. 165Helpers--Production Workers40

    CI 2952 · exposure 33 · augmentation 29 · $39,070/yr · 165,700 employed

  16. 166Meeting, Convention, and Event Planners40

    CI 3546 · exposure 35 · augmentation 67 · $61,160/yr · 142,860 employed

  17. 167Sound Engineering Technicians40

    CI 3447 · exposure 33 · augmentation 56 · $73,130/yr · 13,080 employed

  18. 168Claims Adjusters, Examiners, and Investigators40

    CI 3645 · exposure 39 · augmentation 71 · $78,000/yr · 324,230 employed

  19. 169Environmental Economists40

    CI 3249 · exposure 36 · augmentation 75 · $124,720/yr · 17,790 employed

  20. 170Compliance Officers40

    CI 3149 · exposure 40 · augmentation 67 · $80,730/yr · 417,070 employed

  21. 171Geographers40

    CI 3347 · exposure 34 · augmentation 71 · $102,040/yr · 1,400 employed

  22. 172Blockchain Engineers40

    CI 3149 · exposure 35 · augmentation 71 · $116,580/yr · 435,370 employed

  23. 173First-Line Supervisors of Non-Retail Sales Workers40

    CI 3446 · exposure 35 · augmentation 66 · $87,520/yr · 214,390 employed

  24. 174Biostatisticians40

    CI 3149 · exposure 40 · augmentation 77 · $105,650/yr · 29,030 employed

  25. 175Database Administrators40

    CI 3346 · exposure 36 · augmentation 70 · $104,620/yr · 69,990 employed

  26. 176Sales Engineers40

    CI 3347 · exposure 35 · augmentation 74 · $124,900/yr · 51,790 employed

  27. 177Packers and Packagers, Hand40

    CI 3149 · exposure 30 · augmentation 30 · $36,280/yr · 559,820 employed

  28. 178Gambling Cage Workers40

    CI 2654 · exposure 43 · augmentation 56 · $37,580/yr · 14,430 employed

  29. 179Packaging and Filling Machine Operators and Tenders40

    CI 3049 · exposure 33 · augmentation 41 · $43,220/yr · 379,060 employed

  30. 180Supply Chain Managers40

    CI 3247 · exposure 35 · augmentation 73 · $107,230/yr · 221,180 employed

  31. 181Logisticians40

    CI 3148 · exposure 34 · augmentation 74 · $82,320/yr · 251,040 employed

  32. 182Real Estate Sales Agents40

    CI 3346 · exposure 35 · augmentation 70 · $52,830/yr · 193,370 employed

  33. 183Printing Press Operators40

    CI 3148 · exposure 35 · augmentation 45 · $45,780/yr · 144,260 employed

  34. 184Transportation Inspectors40

    CI 3049 · exposure 40 · augmentation 58 · $92,100/yr · 24,500 employed

  35. 185Paralegals and Legal Assistants40

    CI 3247 · exposure 38 · augmentation 68 · $62,890/yr · 392,880 employed

  36. 186Biological Technicians40

    CI 3148 · exposure 38 · augmentation 58 · $57,510/yr · 69,620 employed

  37. 187Mathematicians39

    CI 3148 · exposure 32 · augmentation 75 · $126,710/yr · 2,030 employed

  38. 188Operations Research Analysts39

    CI 3148 · exposure 33 · augmentation 77 · $88,940/yr · 108,510 employed

  39. 189Disc Jockeys, Except Radio39

    CI 3049 · exposure 31 · augmentation 55 · 7,920 employed

  40. 190Training and Development Managers39

    CI 3246 · exposure 33 · augmentation 70 · $133,000/yr · 48,050 employed

  41. 191Administrative Services Managers39

    CI 3147 · exposure 36 · augmentation 69 · $114,130/yr · 263,960 employed

  42. 192Quality Control Analysts39

    CI 3048 · exposure 39 · augmentation 68 · $62,280/yr · 73,910 employed

  43. 193Database Architects39

    CI 3146 · exposure 34 · augmentation 75 · $139,500/yr · 67,140 employed

  44. 194Chief Sustainability Officers39

    CI 3047 · exposure 36 · augmentation 75 · $213,990/yr · 204,350 employed

  45. 195Climate Change Policy Analysts39

    CI 2949 · exposure 35 · augmentation 81 · $82,220/yr · 89,250 employed

  46. 196Computer and Information Systems Managers39

    CI 2949 · exposure 35 · augmentation 75 · $175,140/yr · 670,570 employed

  47. 197Personal Financial Advisors39

    CI 3147 · exposure 36 · augmentation 79 · $105,070/yr · 266,800 employed

  48. 198Food Science Technicians39

    CI 3147 · exposure 36 · augmentation 57 · $52,130/yr · 14,600 employed

  49. 199Librarians and Media Collections Specialists39

    CI 3245 · exposure 35 · augmentation 63 · $68,270/yr · 133,790 employed

  50. 200First-Line Supervisors of Office and Administrative Support Workers39

    CI 3344 · exposure 35 · augmentation 68 · $69,500/yr · 1,436,680 employed

Page 4 / 19 · ranks 151200 of 923