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).

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Page 1 / 19 · ranks 1–50 of 923

  1. 1Word Processors and Typists89

    CI 86–92 · exposure 89 · augmentation 67 · $49,280/yr · 35,010 employed

  2. 2Travel Agents83

    CI 73–94 · exposure 81 · augmentation 72 · $50,160/yr · 55,110 employed

  3. 3Bookkeeping, Accounting, and Auditing Clerks81

    CI 76–87 · exposure 84 · augmentation 78 · $50,670/yr · 1,373,680 employed

  4. 4Telemarketers81

    CI 76–86 · exposure 80 · augmentation 68 · $35,450/yr · 58,430 employed

  5. 5Order Clerks78

    CI 72–84 · exposure 74 · augmentation 71 · $46,170/yr · 75,200 employed

  6. 6Payroll and Timekeeping Clerks77

    CI 70–85 · exposure 79 · augmentation 71 · $58,260/yr · 153,140 employed

  7. 7Billing and Posting Clerks76

    CI 67–85 · exposure 76 · augmentation 66 · $48,500/yr · 404,060 employed

  8. 8Insurance Claims and Policy Processing Clerks76

    CI 69–82 · exposure 76 · augmentation 75 · $49,230/yr · 214,260 employed

  9. 9Brokerage Clerks75

    CI 68–82 · exposure 77 · augmentation 71 · $65,750/yr · 35,940 employed

  10. 10Data Entry Keyers74

    CI 70–79 · exposure 72 · augmentation 55 · $41,340/yr · 127,080 employed

  11. 11Correspondence Clerks73

    CI 65–81 · exposure 72 · augmentation 74 · $46,800/yr · 4,290 employed

  12. 12Statistical Assistants72

    CI 66–78 · exposure 70 · augmentation 78 · $50,330/yr · 4,710 employed

  13. 13Online Merchants71

    CI 64–79 · exposure 67 · augmentation 75 · $83,050/yr · 1,087,090 employed

  14. 14Secretaries and Administrative Assistants, Except Legal, Medical, and Executive70

    CI 63–78 · exposure 67 · augmentation 78 · $47,540/yr · 1,706,790 employed

  15. 15Proofreaders and Copy Markers70

    CI 64–76 · exposure 65 · augmentation 82 · $51,120/yr · 4,580 employed

  16. 16Switchboard Operators, Including Answering Service69

    CI 59–80 · exposure 67 · augmentation 54 · $38,630/yr · 34,280 employed

  17. 17Tellers69

    CI 60–77 · exposure 70 · augmentation 63 · $43,030/yr · 329,480 employed

  18. 18Loan Interviewers and Clerks68

    CI 60–77 · exposure 70 · augmentation 76 · $50,020/yr · 164,790 employed

  19. 19Credit Authorizers, Checkers, and Clerks68

    CI 62–74 · exposure 68 · augmentation 66 · $50,080/yr · 12,030 employed

  20. 20Receptionists and Information Clerks68

    CI 62–74 · exposure 65 · augmentation 69 · $38,010/yr · 910,180 employed

  21. 21Telephone Operators68

    CI 55–81 · exposure 66 · augmentation 38 · $41,740/yr · 3,430 employed

  22. 22Prepress Technicians and Workers67

    CI 58–77 · exposure 67 · augmentation 64 · $48,690/yr · 23,840 employed

  23. 23Desktop Publishers67

    CI 58–76 · exposure 63 · augmentation 75 · $55,290/yr · 3,350 employed

  24. 24Medical Transcriptionists67

    CI 59–75 · exposure 69 · augmentation 76 · $40,410/yr · 41,550 employed

  25. 25Graders and Sorters, Agricultural Products66

    CI 55–77 · exposure 64 · augmentation 50 · $35,730/yr · 25,180 employed

  26. 26Logistics Analysts66

    CI 57–74 · exposure 62 · augmentation 80 · $82,320/yr · 251,040 employed

  27. 27File Clerks65

    CI 56–73 · exposure 63 · augmentation 57 · $43,600/yr · 73,440 employed

  28. 28Customer Service Representatives64

    CI 56–72 · exposure 61 · augmentation 78 · $44,770/yr · 2,595,750 employed

  29. 29Reservation and Transportation Ticket Agents and Travel Clerks64

    CI 55–74 · exposure 62 · augmentation 58 · $44,390/yr · 118,710 employed

  30. 30Medical Secretaries and Administrative Assistants64

    CI 56–72 · exposure 66 · augmentation 78 · $45,930/yr · 961,610 employed

  31. 31Office Clerks, General64

    CI 56–71 · exposure 61 · augmentation 69 · $45,010/yr · 2,464,940 employed

  32. 32Graphic Designers64

    CI 57–71 · exposure 57 · augmentation 86 · $62,960/yr · 197,830 employed

  33. 33Legal Secretaries and Administrative Assistants63

    CI 54–73 · exposure 65 · augmentation 77 · $55,570/yr · 156,280 employed

  34. 34Executive Secretaries and Executive Administrative Assistants63

    CI 55–72 · exposure 61 · augmentation 80 · $76,590/yr · 459,910 employed

  35. 35Procurement Clerks63

    CI 58–68 · exposure 62 · augmentation 77 · $50,580/yr · 55,810 employed

  36. 36Credit Analysts61

    CI 51–71 · exposure 61 · augmentation 86 · $83,510/yr · 64,390 employed

  37. 37Medical Records Specialists61

    CI 54–68 · exposure 63 · augmentation 77 · $51,140/yr · 194,720 employed

  38. 38Data Scientists60

    CI 53–67 · exposure 56 · augmentation 88 · $120,230/yr · 262,440 employed

  39. 39Web Developers60

    CI 52–67 · exposure 52 · augmentation 81 · $92,650/yr · 70,190 employed

  40. 40Tax Preparers59

    CI 50–69 · exposure 58 · augmentation 84 · $54,920/yr · 76,480 employed

  41. 41Production, Planning, and Expediting Clerks59

    CI 52–66 · exposure 56 · augmentation 72 · $59,650/yr · 390,160 employed

  42. 42Computer Programmers59

    CI 50–68 · exposure 51 · augmentation 87 · $100,390/yr · 92,230 employed

  43. 43Hotel, Motel, and Resort Desk Clerks59

    CI 48–70 · exposure 57 · augmentation 60 · $35,070/yr · 261,420 employed

  44. 44New Accounts Clerks59

    CI 48–69 · exposure 58 · augmentation 64 · $47,670/yr · 36,860 employed

  45. 45Software Quality Assurance Analysts and Testers58

    CI 50–66 · exposure 52 · augmentation 81 · $104,300/yr · 186,740 employed

  46. 46Business Intelligence Analysts58

    CI 53–63 · exposure 52 · augmentation 86 · $120,230/yr · 262,440 employed

  47. 47Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products58

    CI 50–65 · exposure 53 · augmentation 71 · $72,080/yr · 1,238,190 employed

  48. 48Bill and Account Collectors58

    CI 49–66 · exposure 55 · augmentation 69 · $47,030/yr · 158,830 employed

  49. 49Human Resources Assistants, Except Payroll and Timekeeping58

    CI 51–64 · exposure 55 · augmentation 71 · $50,610/yr · 90,220 employed

  50. 50Cashiers57

    CI 48–66 · exposure 54 · augmentation 43 · $32,880/yr · 3,089,410 employed

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Page 1 / 19 · ranks 1–50 of 923