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COUNTRY PROFILE · USA

United States 🇺🇸

Emerging disruption pressure across 43 representative jobs covering 91.0% of the country's modelled GDP. This is an evidence index, not a forecast of unemployment.

JOB DOOM27.4out of 100GDP-weighted disruption profile, not an unemployment forecast
Job Doom
27.4
GDP coverage
91.0%
Confidence
71/100
Economic data
2021
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GDP-WEIGHTED REPRESENTATIVE WORK

Jobs shaping United States's score

GDP shares are transparent estimates derived from World Bank sector value added and a fixed sector-to-occupation allocation. They describe economic importance, not the percentage of workers in each job.

43 of 43 jobs

  1. Customer service representatives

    Business, finance and digital services
    Estimated GDP share
    4.44%
    Job Doom
    60.3
    Confidence
    70/100
    Job evidence →

  2. General and operations managers

    Business, finance and digital services
    Estimated GDP share
    3.70%
    Job Doom
    21.0
    Confidence
    72/100
    Job evidence →

  3. Retail salespersons

    Trade, transport and distribution
    Estimated GDP share
    3.67%
    Job Doom
    31.8
    Confidence
    68/100
    Job evidence →

  4. Secretaries and administrative assistants

    Business, finance and digital services
    Estimated GDP share
    3.33%
    Job Doom
    46.0
    Confidence
    72/100
    Job evidence →

  5. Accountants and auditors

    Business, finance and digital services
    Estimated GDP share
    2.96%
    Job Doom
    37.8
    Confidence
    73/100
    Job evidence →

  6. Software developers

    Business, finance and digital services
    Estimated GDP share
    2.96%
    Job Doom
    34.8
    Confidence
    66/100
    Job evidence →

  7. Heavy truck and lorry drivers

    Trade, transport and distribution
    Estimated GDP share
    2.72%
    Job Doom
    8.6
    Confidence
    70/100
    Job evidence →
  8. Estimated GDP share
    2.67%
    Job Doom
    9.4
    Confidence
    65/100
    Job evidence →

  9. Registered nurses

    Public, health and education services
    Estimated GDP share
    2.66%
    Job Doom
    12.2
    Confidence
    80/100
    Job evidence →

  10. Data entry clerks

    Business, finance and digital services
    Estimated GDP share
    2.59%
    Job Doom
    62.7
    Confidence
    65/100
    Job evidence →

  11. Financial and investment analysts

    Business, finance and digital services
    Estimated GDP share
    2.59%
    Job Doom
    54.2
    Confidence
    71/100
    Job evidence →

  12. Market research and marketing professionals

    Business, finance and digital services
    Estimated GDP share
    2.59%
    Job Doom
    56.4
    Confidence
    70/100
    Job evidence →

  13. Primary school teachers

    Public, health and education services
    Estimated GDP share
    2.47%
    Job Doom
    15.0
    Confidence
    76/100
    Job evidence →

  14. Secondary school teachers

    Public, health and education services
    Estimated GDP share
    2.28%
    Job Doom
    27.0
    Confidence
    75/100
    Job evidence →

  15. Compliance and regulatory officers

    Business, finance and digital services
    Estimated GDP share
    2.22%
    Job Doom
    19.5
    Confidence
    74/100
    Job evidence →

  16. Computer programmers

    Business, finance and digital services
    Estimated GDP share
    2.22%
    Job Doom
    62.5
    Confidence
    63/100
    Job evidence →

  17. Lawyers

    Business, finance and digital services
    Estimated GDP share
    2.22%
    Job Doom
    22.2
    Confidence
    72/100
    Job evidence →
  18. Estimated GDP share
    2.22%
    Job Doom
    6.4
    Confidence
    70/100
    Job evidence →
  19. Estimated GDP share
    2.22%
    Job Doom
    6.1
    Confidence
    71/100
    Job evidence →

  20. Hotel and office cleaners

    Hospitality and personal services
    Estimated GDP share
    2.06%
    Job Doom
    4.2
    Confidence
    67/100
    Job evidence →

  21. Cashiers and ticket clerks

    Trade, transport and distribution
    Estimated GDP share
    2.04%
    Job Doom
    18.6
    Confidence
    71/100
    Job evidence →

  22. Government administration officers

    Public, health and education services
    Estimated GDP share
    1.90%
    Job Doom
    24.2
    Confidence
    74/100
    Job evidence →

  23. Medical practitioners

    Public, health and education services
    Estimated GDP share
    1.90%
    Job Doom
    11.7
    Confidence
    69/100
    Job evidence →

  24. Nursing assistants

    Public, health and education services
    Estimated GDP share
    1.90%
    Job Doom
    7.6
    Confidence
    64/100
    Job evidence →

  25. Cooks

    Hospitality and personal services
    Estimated GDP share
    1.85%
    Job Doom
    7.1
    Confidence
    69/100
    Job evidence →

  26. Graphic and multimedia designers

    Business, finance and digital services
    Estimated GDP share
    1.85%
    Job Doom
    38.2
    Confidence
    71/100
    Job evidence →

  27. Hotel receptionists

    Hospitality and personal services
    Estimated GDP share
    1.85%
    Job Doom
    27.8
    Confidence
    71/100
    Job evidence →

  28. Technical writers

    Business, finance and digital services
    Estimated GDP share
    1.85%
    Job Doom
    46.1
    Confidence
    67/100
    Job evidence →

  29. Waiters

    Hospitality and personal services
    Estimated GDP share
    1.63%
    Job Doom
    9.8
    Confidence
    70/100
    Job evidence →

  30. Medical records specialists

    Public, health and education services
    Estimated GDP share
    1.52%
    Job Doom
    56.1
    Confidence
    64/100
    Job evidence →

  31. Police officers

    Public, health and education services
    Estimated GDP share
    1.52%
    Job Doom
    11.9
    Confidence
    69/100
    Job evidence →

  32. Social and human service assistants

    Public, health and education services
    Estimated GDP share
    1.52%
    Job Doom
    11.5
    Confidence
    72/100
    Job evidence →

  33. Journalists

    Business, finance and digital services
    Estimated GDP share
    1.48%
    Job Doom
    30.7
    Confidence
    68/100
    Job evidence →

  34. Carpenters and joiners

    Construction and utilities
    Estimated GDP share
    1.46%
    Job Doom
    4.5
    Confidence
    70/100
    Job evidence →
  35. Estimated GDP share
    1.44%
    Job Doom
    14.9
    Confidence
    77/100
    Job evidence →
  36. Estimated GDP share
    1.44%
    Job Doom
    14.0
    Confidence
    82/100
    Job evidence →

  37. Client information workers

    Trade, transport and distribution
    Estimated GDP share
    1.36%
    Job Doom
    54.5
    Confidence
    70/100
    Job evidence →

  38. Real estate agents

    Trade, transport and distribution
    Estimated GDP share
    1.36%
    Job Doom
    28.4
    Confidence
    71/100
    Job evidence →

  39. Security guards

    Public, health and education services
    Estimated GDP share
    1.33%
    Job Doom
    7.1
    Confidence
    66/100
    Job evidence →

  40. Child care workers

    Hospitality and personal services
    Estimated GDP share
    1.30%
    Job Doom
    7.4
    Confidence
    75/100
    Job evidence →

  41. Building electricians

    Construction and utilities
    Estimated GDP share
    1.22%
    Job Doom
    6.7
    Confidence
    70/100
    Job evidence →

  42. Logistics and transport clerks

    Trade, transport and distribution
    Estimated GDP share
    1.22%
    Job Doom
    26.3
    Confidence
    76/100
    Job evidence →

  43. Supply and distribution managers

    Trade, transport and distribution
    Estimated GDP share
    1.22%
    Job Doom
    18.9
    Confidence
    82/100
    Job evidence →
EVIDENCE OVER TIME

Country score progression

Historical country points reuse the same current GDP weights so changes represent new occupation evidence rather than changes in economic composition.

025507510031.12025-0527.42026-0327.42026-06
  1. 31.1
  2. 27.4
  3. 27.4
ECONOMIC BASIS

Sector profile and provenance

Reported sector shares. The latest available value is used for each top-level sector. Manufacturing is shown inside industry and is not added to the 100% total a second time.

Agriculture
1.0%
Industry
18.5%
Manufacturing within GDP
11.1%
Services
80.5%
DOOMBENCH ASSOCIATIONS

People and companies

Associations reuse reviewed People country codes and Company headquarters data. They support navigation only and never change a country or job score.

People (27)

  1. Ajeya CotraMETR
  2. Amanda AskellAnthropic
  3. Andrew NgDeepLearning.AI / AI Fund
  4. Beth BarnesMETR
  5. Chris OlahAnthropic
  6. Dan HendrycksCenter for AI Safety
  7. Daniel GrossSafe Superintelligence Inc.
  8. Daniel LevySafe Superintelligence Inc.
  9. Dario AmodeiAnthropic
  10. Eliezer YudkowskyMachine Intelligence Research Institute
  11. Elon MuskxAI / Tesla / SpaceX
  12. Fei-Fei LiWorld Labs and Stanford University
  13. Gary MarcusNew York University
  14. Ian GoodfellowIndependent AI researcher
  15. Jacob SteinhardtUC Berkeley / Transluce
  16. Jeff DeanGoogle
  17. Marc AndreessenAndreessen Horowitz
  18. Max TegmarkMIT / Future of Life Institute
  19. Miles BrundageAVERI
  20. Nate SoaresMachine Intelligence Research Institute
  21. Oren EtzioniUniversity of Washington
  22. Paul ChristianoU.S. Artificial Intelligence Safety Institute
  23. Rohin ShahGoogle DeepMind
  24. Roman YampolskiyUniversity of Louisville
  25. Sam AltmanOpenAI
  26. Stuart RussellUC Berkeley
  27. Yann LeCunNew York University / Meta

Companies (159)

  1. OpenAI 🇺🇸56 models · 162 evidence items
  2. Google 🇺🇸62 models · 92 evidence items
  3. Anthropic 🇺🇸23 models · 106 evidence items
  4. Meta 🇺🇸39 models · 34 evidence items
  5. NVIDIA 🇺🇸8 models · 50 evidence items
  6. Microsoft 🇺🇸4 models · 51 evidence items
  7. SpaceXAI 🇺🇸13 models · 27 evidence items
  8. Amazon 🇺🇸4 models · 31 evidence items
  9. Waymo 🇺🇸2 models · 15 evidence items
  10. Cruise 🇺🇸0 models · 16 evidence items
  11. Clearview AI 🇺🇸0 models · 15 evidence items
  12. Tesla 🇺🇸0 models · 15 evidence items
  13. General Motors 🇺🇸0 models · 14 evidence items
  14. GitHub 🇺🇸0 models · 10 evidence items
  15. X Corp 🇺🇸0 models · 9 evidence items
  16. Anduril Industries 🇺🇸0 models · 8 evidence items
  17. AMD 🇺🇸0 models · 6 evidence items
  18. Hugging Face 🇺🇸1 models · 5 evidence items
  19. IBM 🇺🇸0 models · 5 evidence items
  20. Inflection AI 🇺🇸1 models · 4 evidence items
  21. Scale AI 🇺🇸1 models · 4 evidence items
  22. Andreessen Horowitz 🇺🇸0 models · 4 evidence items
  23. CoreWeave 🇺🇸0 models · 4 evidence items
  24. BlackRock 🇺🇸0 models · 3 evidence items
  25. Character.AI 🇺🇸0 models · 3 evidence items
  26. Databricks 🇺🇸1 models · 2 evidence items
  27. DataWorks Plus 🇺🇸0 models · 3 evidence items
  28. Lockheed Martin 🇺🇸0 models · 3 evidence items
  29. Nuro 🇺🇸0 models · 3 evidence items
  30. Adept AI 🇺🇸0 models · 2 evidence items
  31. Adobe 🇺🇸0 models · 2 evidence items
  32. Agility Robotics 🇺🇸0 models · 2 evidence items
  33. Apollo 🇺🇸0 models · 2 evidence items
  34. Apple 🇺🇸0 models · 2 evidence items
  35. Argo AI 🇺🇸0 models · 2 evidence items
  36. Boeing 🇺🇸0 models · 2 evidence items
  37. Boston Dynamics 🇺🇸0 models · 2 evidence items
  38. Cerebras Systems 🇺🇸0 models · 2 evidence items
  39. Cisco 🇺🇸0 models · 2 evidence items
  40. Cursor 🇺🇸0 models · 2 evidence items
  41. EleutherAI 🇺🇸1 models · 1 evidence items
  42. Fidelity Investments 🇺🇸0 models · 2 evidence items
  43. Figure AI 🇺🇸0 models · 2 evidence items
  44. Ford 🇺🇸0 models · 2 evidence items
  45. Gatik 🇺🇸0 models · 2 evidence items
  46. HackerOne 🇺🇸0 models · 2 evidence items
  47. L3Harris Technologies 🇺🇸0 models · 2 evidence items
  48. Midjourney 🇺🇸1 models · 1 evidence items
  49. Oracle 🇺🇸0 models · 2 evidence items
  50. Palantir Technologies 🇺🇸0 models · 2 evidence items
  51. Replit 🇺🇸0 models · 2 evidence items
  52. Salesforce 🇺🇸0 models · 2 evidence items
  53. Sikorsky 🇺🇸0 models · 2 evidence items
  54. T. Rowe Price 🇺🇸0 models · 2 evidence items
  55. Zoox 🇺🇸0 models · 2 evidence items
  56. Aalyria 🇺🇸0 models · 1 evidence items
  57. AI Foundation 🇺🇸0 models · 1 evidence items
  58. All Hands AI 🇺🇸0 models · 1 evidence items
  59. AngelPad 🇺🇸0 models · 1 evidence items
  60. Applied Intuition 🇺🇸0 models · 1 evidence items
  61. Apptronik 🇺🇸0 models · 1 evidence items
  62. Aurora 🇺🇸0 models · 1 evidence items
  63. Basis 🇺🇸0 models · 1 evidence items
  64. Blackstone 🇺🇸0 models · 1 evidence items
  65. Block 🇺🇸0 models · 1 evidence items
  66. Boldr 🇺🇸0 models · 1 evidence items
  67. Boston Consulting Group 🇺🇸0 models · 1 evidence items
  68. BuzzFeed 🇺🇸0 models · 1 evidence items
  69. CNET 🇺🇸0 models · 1 evidence items
  70. Codeium 🇺🇸0 models · 1 evidence items
  71. Cognition 🇺🇸0 models · 1 evidence items
  72. Concentrix 🇺🇸0 models · 1 evidence items
  73. Constellation Energy 🇺🇸0 models · 1 evidence items
  74. Continue 🇺🇸0 models · 1 evidence items
  75. Covariant 🇺🇸0 models · 1 evidence items
  76. Crescent Cove Advisors 🇺🇸0 models · 1 evidence items
  77. Disney Research 🇺🇸0 models · 1 evidence items
  78. Duolingo 🇺🇸0 models · 1 evidence items
  79. Dynamo Ventures 🇺🇸0 models · 1 evidence items
  80. Elicit 🇺🇸0 models · 1 evidence items
  81. Enlightenment Capital 🇺🇸0 models · 1 evidence items
  82. Etched 🇺🇸0 models · 1 evidence items
  83. Everalbum 🇺🇸0 models · 1 evidence items
  84. FedEx 🇺🇸0 models · 1 evidence items
  85. Fidelity Management & Research 🇺🇸0 models · 1 evidence items
  86. Figure 🇺🇸0 models · 1 evidence items
  87. FM Capital 🇺🇸0 models · 1 evidence items
  88. Fontinalis Partners 🇺🇸0 models · 1 evidence items
  89. Garner Health 🇺🇸0 models · 1 evidence items
  90. General Atomics 🇺🇸0 models · 1 evidence items
  91. Getty Images 🇺🇸0 models · 1 evidence items
  92. Global Infrastructure Partners 🇺🇸0 models · 1 evidence items
  93. Goldman Sachs 🇺🇸0 models · 1 evidence items
  94. GooseAI 🇺🇸0 models · 1 evidence items
  95. Greylock 🇺🇸0 models · 1 evidence items
  96. Gusto 🇺🇸0 models · 1 evidence items
  97. Hebbia 🇺🇸0 models · 1 evidence items
  98. Henry Crown and Company 🇺🇸0 models · 1 evidence items
  99. Heron Systems 🇺🇸0 models · 1 evidence items
  100. Hewlett Packard Enterprise 🇺🇸0 models · 1 evidence items
  101. Higher Ground 🇺🇸0 models · 1 evidence items
  102. Innovation Endeavors 🇺🇸0 models · 1 evidence items
  103. Insitu 🇺🇸0 models · 1 evidence items
  104. Intel 🇺🇸0 models · 1 evidence items
  105. io Products 🇺🇸0 models · 1 evidence items
  106. IoT/AI 🇺🇸0 models · 1 evidence items
  107. Irregular 🇺🇸0 models · 1 evidence items
  108. J.B. Hunt Transport Services 🇺🇸0 models · 1 evidence items
  109. Joby Aviation 🇺🇸0 models · 1 evidence items
  110. Kairos Power 🇺🇸0 models · 1 evidence items
  111. Keeper Tax 🇺🇸0 models · 1 evidence items
  112. KKR 🇺🇸0 models · 1 evidence items
  113. KnowBe4 🇺🇸0 models · 1 evidence items
  114. Kodiak AI 🇺🇸0 models · 1 evidence items
  115. Kratos Defense 🇺🇸0 models · 1 evidence items
  116. Lightspeed Venture Partners 🇺🇸0 models · 1 evidence items
  117. LoveFrom 🇺🇸0 models · 1 evidence items
  118. Luminar 🇺🇸0 models · 1 evidence items
  119. Morgan Stanley 🇺🇸0 models · 1 evidence items
  120. Motional 🇺🇸0 models · 1 evidence items
  121. NovelAI 🇺🇸0 models · 1 evidence items
  122. PACCAR 🇺🇸0 models · 1 evidence items
  123. Paravision 🇺🇸0 models · 1 evidence items
  124. Penguin Solutions 🇺🇸0 models · 1 evidence items
  125. Perplexity 🇺🇸0 models · 1 evidence items
  126. Perry Creek Capital 🇺🇸0 models · 1 evidence items
  127. Plus 🇺🇸0 models · 1 evidence items
  128. Pure Storage 🇺🇸0 models · 1 evidence items
  129. Qualcomm 🇺🇸0 models · 1 evidence items
  130. Rank One Computing Corporation 🇺🇸0 models · 1 evidence items
  131. Red Hat 🇺🇸0 models · 1 evidence items
  132. Red Ventures 🇺🇸0 models · 1 evidence items
  133. Rite Aid 🇺🇸0 models · 1 evidence items
  134. Robotic Research 🇺🇸0 models · 1 evidence items
  135. Rockset 🇺🇸0 models · 1 evidence items
  136. Shield AI 🇺🇸0 models · 1 evidence items
  137. Shutterstock 🇺🇸0 models · 1 evidence items
  138. Silver Lake 🇺🇸0 models · 1 evidence items
  139. Skydio 🇺🇸0 models · 1 evidence items
  140. Slalom 🇺🇸0 models · 1 evidence items
  141. Sound Ventures 🇺🇸0 models · 1 evidence items
  142. Sourcegraph 🇺🇸0 models · 1 evidence items
  143. Spark Capital 🇺🇸0 models · 1 evidence items
  144. SpecterOps 🇺🇸0 models · 1 evidence items
  145. Stack Overflow 🇺🇸0 models · 1 evidence items
  146. Striveworks 🇺🇸0 models · 1 evidence items
  147. Swarm Aero 🇺🇸0 models · 1 evidence items
  148. Systems & Technology Research 🇺🇸0 models · 1 evidence items
  149. Tiger Global Management 🇺🇸0 models · 1 evidence items
  150. Uber 🇺🇸0 models · 1 evidence items
  151. Viable 🇺🇸0 models · 1 evidence items
  152. Viasat 🇺🇸0 models · 1 evidence items
  153. Walmart 🇺🇸0 models · 1 evidence items
  154. Wiz 🇺🇸0 models · 1 evidence items
  155. WorkFusion 🇺🇸0 models · 1 evidence items
  156. X2AI 🇺🇸0 models · 1 evidence items
  157. Xwing 🇺🇸0 models · 1 evidence items
  158. Zed Industries 🇺🇸0 models · 1 evidence items
  159. Zoom 🇺🇸0 models · 1 evidence items