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OCCUPATION PROFILE · ISCO 2611

Lawyers

Emerging disruption pressure. This profile combines theoretical task exposure, observed professional AI use, and a deliberately weak early labour-market signal. It does not claim that lawyers will disappear.

JOB DOOM22.2out of 100occupation disruption profile, not a disappearance forecast
Job Doom
22.2
Confidence
72/100
Countries represented
83
ILO exposure class
Minimal Exposure
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CURRENT SCORE

Why the score is 22.2

The ILO signal covers 10 international task statements. The observed-use measure maps the nearest compatible O*NET occupation from the Anthropic dataset. Mapping uncertainty is included in confidence.

Theoretical task exposure 35% weight
36.3

How much of the international occupation's task content GenAI could technically assist or perform.

Observed professional adoption 55% weight
16.7

How much capable task coverage appears in automated or work-related Claude usage.

Early labour-market signal 10% weight
3.3

Capped at one fifth of observed adoption because broad unemployment effects have not been established.

DoomBench display occupation
Lawyers
International mapping
Lawyers · ISCO 2611
Observed-use mapping
Lawyers · SOC 23-1011
EVIDENCE OVER TIME

Job Doom progression

Scores change only when comparable evidence becomes available. The June 2026 release changed its measurement pipeline, so the March value is held rather than manufacturing a false movement.

0 25 50 75 100 31.8 2025-05 22.2 2026-03 22.2 2026-06
  1. 31.8ILO refined exposure plus March 2025 observed-use proxy
  2. 22.2Observed occupation exposure published
  3. 22.2Held pending a directly comparable occupation update
ECONOMIC RELEVANCE

Countries where this job enters the 90% set

The same job score is reused internationally, while its estimated GDP importance changes with each country's economy. This avoids pretending sparse local score evidence means the occupation behaves differently without proof.

83 of 83 countries

  1. Luxembourg 🇱🇺

    Estimated GDP share
    2.48%
    Country Job Doom
    30.2
    Country confidence
    71/100

  2. Monaco 🇲🇨

    Estimated GDP share
    2.41%
    Country Job Doom
    29.5
    Country confidence
    61/100

  3. United Kingdom 🇬🇧

    Estimated GDP share
    2.24%
    Country Job Doom
    27.8
    Country confidence
    70/100

  4. United States 🇺🇸

    Estimated GDP share
    2.22%
    Country Job Doom
    27.4
    Country confidence
    71/100

  5. Vatican City 🇻🇦

    Estimated GDP share
    2.05%
    Country Job Doom
    28.0
    Country confidence
    51/100

  6. Switzerland 🇨🇭

    Estimated GDP share
    2.03%
    Country Job Doom
    25.7
    Country confidence
    71/100

  7. Netherlands 🇳🇱

    Estimated GDP share
    1.96%
    Country Job Doom
    26.5
    Country confidence
    71/100

  8. Singapore 🇸🇬

    Estimated GDP share
    1.89%
    Country Job Doom
    26.3
    Country confidence
    71/100

  9. Andorra 🇦🇩

    Estimated GDP share
    1.85%
    Country Job Doom
    26.8
    Country confidence
    71/100

  10. France 🇫🇷

    Estimated GDP share
    1.72%
    Country Job Doom
    25.2
    Country confidence
    71/100

  11. Israel 🇮🇱

    Estimated GDP share
    1.72%
    Country Job Doom
    25.4
    Country confidence
    71/100

  12. Greece 🇬🇷

    Estimated GDP share
    1.69%
    Country Job Doom
    25.0
    Country confidence
    71/100

  13. Portugal 🇵🇹

    Estimated GDP share
    1.66%
    Country Job Doom
    24.8
    Country confidence
    71/100

  14. Bahamas 🇧🇸

    Estimated GDP share
    1.64%
    Country Job Doom
    25.2
    Country confidence
    70/100

  15. Ireland 🇮🇪

    Estimated GDP share
    1.64%
    Country Job Doom
    22.6
    Country confidence
    71/100

  16. Liechtenstein 🇱🇮

    Estimated GDP share
    1.64%
    Country Job Doom
    22.6
    Country confidence
    71/100

  17. Malta 🇲🇹

    Estimated GDP share
    1.64%
    Country Job Doom
    25.5
    Country confidence
    71/100

  18. Estonia 🇪🇪

    Estimated GDP share
    1.63%
    Country Job Doom
    24.4
    Country confidence
    71/100

  19. Spain 🇪🇸

    Estimated GDP share
    1.63%
    Country Job Doom
    24.3
    Country confidence
    71/100

  20. Costa Rica 🇨🇷

    Estimated GDP share
    1.62%
    Country Job Doom
    24.3
    Country confidence
    71/100

  21. St. Kitts and Nevis 🇰🇳

    Estimated GDP share
    1.62%
    Country Job Doom
    24.4
    Country confidence
    71/100

  22. Sweden 🇸🇪

    Estimated GDP share
    1.62%
    Country Job Doom
    23.9
    Country confidence
    71/100

  23. New Zealand 🇳🇿

    Estimated GDP share
    1.61%
    Country Job Doom
    24.1
    Country confidence
    71/100

  24. Cyprus 🇨🇾

    Estimated GDP share
    1.60%
    Country Job Doom
    25.2
    Country confidence
    71/100

  25. Latvia 🇱🇻

    Estimated GDP share
    1.60%
    Country Job Doom
    24.1
    Country confidence
    71/100

  26. Croatia 🇭🇷

    Estimated GDP share
    1.59%
    Country Job Doom
    24.0
    Country confidence
    71/100

  27. Iceland 🇮🇸

    Estimated GDP share
    1.59%
    Country Job Doom
    23.9
    Country confidence
    71/100

  28. Uruguay 🇺🇾

    Estimated GDP share
    1.59%
    Country Job Doom
    24.0
    Country confidence
    71/100

  29. Bahrain 🇧🇭

    Estimated GDP share
    1.57%
    Country Job Doom
    20.7
    Country confidence
    70/100

  30. Barbados 🇧🇧

    Estimated GDP share
    1.57%
    Country Job Doom
    24.9
    Country confidence
    71/100

  31. Bulgaria 🇧🇬

    Estimated GDP share
    1.57%
    Country Job Doom
    23.4
    Country confidence
    71/100

  32. Lithuania 🇱🇹

    Estimated GDP share
    1.57%
    Country Job Doom
    23.3
    Country confidence
    71/100

  33. Australia 🇦🇺

    Estimated GDP share
    1.56%
    Country Job Doom
    23.7
    Country confidence
    71/100

  34. Italy 🇮🇹

    Estimated GDP share
    1.56%
    Country Job Doom
    22.8
    Country confidence
    71/100

  35. Japan 🇯🇵

    Estimated GDP share
    1.56%
    Country Job Doom
    22.8
    Country confidence
    71/100

  36. Austria 🇦🇹

    Estimated GDP share
    1.55%
    Country Job Doom
    23.2
    Country confidence
    71/100

  37. Finland 🇫🇮

    Estimated GDP share
    1.54%
    Country Job Doom
    23.0
    Country confidence
    71/100

  38. Germany 🇩🇪

    Estimated GDP share
    1.54%
    Country Job Doom
    22.7
    Country confidence
    71/100

  39. Belgium 🇧🇪

    Estimated GDP share
    1.53%
    Country Job Doom
    24.4
    Country confidence
    71/100

  40. Denmark 🇩🇰

    Estimated GDP share
    1.53%
    Country Job Doom
    23.5
    Country confidence
    71/100

  41. Palau 🇵🇼

    Estimated GDP share
    1.52%
    Country Job Doom
    23.6
    Country confidence
    71/100

  42. Hungary 🇭🇺

    Estimated GDP share
    1.51%
    Country Job Doom
    22.7
    Country confidence
    71/100

  43. Nauru 🇳🇷

    Estimated GDP share
    1.51%
    Country Job Doom
    22.6
    Country confidence
    51/100

  44. Canada 🇨🇦

    Estimated GDP share
    1.48%
    Country Job Doom
    22.7
    Country confidence
    71/100

  45. Romania 🇷🇴

    Estimated GDP share
    1.48%
    Country Job Doom
    22.0
    Country confidence
    71/100

  46. Seychelles 🇸🇨

    Estimated GDP share
    1.48%
    Country Job Doom
    23.8
    Country confidence
    71/100

  47. Poland 🇵🇱

    Estimated GDP share
    1.47%
    Country Job Doom
    22.3
    Country confidence
    71/100

  48. Antigua and Barbuda 🇦🇬

    Estimated GDP share
    1.44%
    Country Job Doom
    23.2
    Country confidence
    71/100

  49. Czechia 🇨🇿

    Estimated GDP share
    1.44%
    Country Job Doom
    22.0
    Country confidence
    71/100

  50. Slovak Republic 🇸🇰

    Estimated GDP share
    1.44%
    Country Job Doom
    21.8
    Country confidence
    71/100

  51. Slovenia 🇸🇮

    Estimated GDP share
    1.43%
    Country Job Doom
    22.5
    Country confidence
    71/100

  52. Panama 🇵🇦

    Estimated GDP share
    1.40%
    Country Job Doom
    23.4
    Country confidence
    71/100

  53. Russia 🇷🇺

    Estimated GDP share
    1.39%
    Country Job Doom
    21.3
    Country confidence
    70/100

  54. Montenegro 🇲🇪

    Estimated GDP share
    1.37%
    Country Job Doom
    24.4
    Country confidence
    71/100

  55. Trinidad and Tobago 🇹🇹

    Estimated GDP share
    1.35%
    Country Job Doom
    20.6
    Country confidence
    71/100

  56. Chile 🇨🇱

    Estimated GDP share
    1.33%
    Country Job Doom
    20.6
    Country confidence
    71/100

  57. San Marino 🇸🇲

    Estimated GDP share
    1.33%
    Country Job Doom
    20.8
    Country confidence
    71/100

  58. South Korea 🇰🇷

    Estimated GDP share
    1.33%
    Country Job Doom
    20.8
    Country confidence
    71/100

  59. Norway 🇳🇴

    Estimated GDP share
    1.30%
    Country Job Doom
    20.1
    Country confidence
    70/100

  60. Tuvalu 🇹🇻

    Estimated GDP share
    1.29%
    Country Job Doom
    22.3
    Country confidence
    63/100

  61. Cuba 🇨🇺

    Estimated GDP share
    1.25%
    Country Job Doom
    22.3
    Country confidence
    71/100

  62. St. Lucia 🇱🇨

    Estimated GDP share
    1.23%
    Country Job Doom
    23.8
    Country confidence
    71/100

  63. Georgia 🇬🇪

    Estimated GDP share
    1.22%
    Country Job Doom
    21.9
    Country confidence
    71/100

  64. Maldives 🇲🇻

    Estimated GDP share
    1.20%
    Country Job Doom
    22.8
    Country confidence
    71/100

  65. Moldova 🇲🇩

    Estimated GDP share
    1.20%
    Country Job Doom
    21.7
    Country confidence
    71/100

  66. Ukraine 🇺🇦

    Estimated GDP share
    1.19%
    Country Job Doom
    21.5
    Country confidence
    71/100

  67. Serbia 🇷🇸

    Estimated GDP share
    1.18%
    Country Job Doom
    21.5
    Country confidence
    71/100

  68. Brazil 🇧🇷

    Estimated GDP share
    1.17%
    Country Job Doom
    21.2
    Country confidence
    71/100

  69. Bosnia and Herzegovina 🇧🇦

    Estimated GDP share
    1.16%
    Country Job Doom
    21.2
    Country confidence
    71/100

  70. Cabo Verde 🇨🇻

    Estimated GDP share
    1.16%
    Country Job Doom
    22.1
    Country confidence
    71/100

  71. Micronesia 🇫🇲

    Estimated GDP share
    1.16%
    Country Job Doom
    20.6
    Country confidence
    72/100

  72. Kuwait 🇰🇼

    Estimated GDP share
    1.13%
    Country Job Doom
    17.9
    Country confidence
    70/100

  73. Marshall Islands 🇲🇭

    Estimated GDP share
    1.13%
    Country Job Doom
    20.4
    Country confidence
    72/100

  74. Samoa 🇼🇸

    Estimated GDP share
    1.13%
    Country Job Doom
    21.6
    Country confidence
    71/100

  75. Argentina 🇦🇷

    Estimated GDP share
    1.12%
    Country Job Doom
    20.6
    Country confidence
    71/100

  76. Grenada 🇬🇩

    Estimated GDP share
    1.12%
    Country Job Doom
    21.8
    Country confidence
    71/100

  77. Guatemala 🇬🇹

    Estimated GDP share
    1.12%
    Country Job Doom
    20.5
    Country confidence
    71/100

  78. Saudi Arabia 🇸🇦

    Estimated GDP share
    1.12%
    Country Job Doom
    18.1
    Country confidence
    71/100

  79. St. Vincent and the Grenadines 🇻🇨

    Estimated GDP share
    1.12%
    Country Job Doom
    22.1
    Country confidence
    71/100

  80. Belize 🇧🇿

    Estimated GDP share
    1.05%
    Country Job Doom
    20.7
    Country confidence
    71/100

  81. Oman 🇴🇲

    Estimated GDP share
    0.99%
    Country Job Doom
    16.8
    Country confidence
    70/100

  82. Lebanon 🇱🇧

    Estimated GDP share
    0.98%
    Country Job Doom
    23.6
    Country confidence
    71/100

  83. Qatar 🇶🇦

    Estimated GDP share
    0.97%
    Country Job Doom
    16.1
    Country confidence
    70/100
SOURCE LEDGER

Evidence and limitations

Source dates describe when evidence became public. Every revision links to its source, and incompatible later releases are disclosed instead of silently blended.

  1. Anthropic

    Anthropic Economic Index, March 2025 release

    Updated occupation-task usage breadth used for the first scored revision

    Historical breadth is calibrated to the later compatible observed-exposure score. · MIT
  2. International Labour Organization and NASK

    Generative AI and Jobs: A Refined Global Index of Occupational Exposure

    Task-level theoretical exposure and ISCO-08 exposure category

    Exposure describes technical task potential, not observed job loss. · CC BY 4.0
  3. Anthropic

    Labor market impacts of AI: A new measure and early evidence

    Observed occupation exposure based on task capability and real Claude usage

    The study reports no systematic unemployment increase and only suggestive early-career hiring effects. · MIT
  4. Anthropic

    Anthropic Economic Index: Cadences

    Latest evidence checkpoint and methodology-change disclosure

    The release changed its pipeline and does not provide a directly comparable replacement occupation score. · MIT
SHARE THE FINDINGS

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DoomBench social sharing card for Lawyers.

  1. Lawyers has a DoomBench Job Doom score of 22.2 out of 100, combining task exposure, observed professional AI adoption, a bounded labour signal, and explicit confidence.

  2. Lawyers scores highest on theoretical task exposure at 36.3 out of 100 in the DoomBench occupation profile, which is a disruption signal rather than a disappearance forecast.

  3. DoomBench maps Lawyers into 83 country profiles and publishes its source occupation, task counts, component weights, dated score history, limitations, and confidence of 72 out of 100.

    https://www.doombench.com/jobs/lawyers