The Task Exposure Indexv2026.Q3
List

The largest occupations, ranked by exposure

Occupations employing 200,000 people or more, ranked from the highest exposed share downward. Release v2026.Q3, capability reference date 2026-09-15, built on O*NET 31.0.

A high score on a job 4,000 people do is a curiosity. A high score on a job three million people do is an economy wide question.

#OccupationExposedAssistedMedian payRank of 923Band
1Business Intelligence Analysts72.0%22.7%$120,2303exposed
2Geographic Information Systems Technologists and Technicians69.3%21.5%$116,5806exposed
3Data Scientists69.1%21.3%$120,2307exposed
4Insurance Claims and Policy Processing Clerks68.6%23.0%$49,2309exposed
5Document Management Specialists67.2%24.0%$116,58010exposed
6Market Research Analysts and Marketing Specialists66.8%21.9%$78,76012exposed
7Customer Service Representatives66.1%23.6%$44,77013exposed
8Dispatchers, Except Police, Fire, and Ambulance63.8%21.9%$50,34021exposed
9Medical Secretaries and Administrative Assistants63.7%19.3%$45,93022exposed
10Logistics Analysts63.7%22.6%$82,32023exposed
11Sustainability Specialists63.6%26.2%$83,05024exposed
12Clinical Data Managers61.9%25.0%$120,23035exposed
13Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel61.2%21.9%$69,99040exposed
14Online Merchants60.7%24.0%$83,05041exposed
15Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products60.5%23.6%$104,92042exposed
16Cost Estimators59.6%28.3%$78,74047exposed
17Production, Planning, and Expediting Clerks59.6%23.9%$59,65048exposed
18Logistics Engineers59.5%24.9%$82,32049exposed
19Web Administrators59.5%24.1%$116,58050exposed
20Bookkeeping, Accounting, and Auditing Clerks59.4%26.9%$50,67051exposed
21Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products58.1%20.9%$72,08055exposed
22Search Marketing Strategists58.0%22.6%$78,76056exposed
23Executive Secretaries and Executive Administrative Assistants57.8%20.7%$76,59057exposed
24Office Clerks, General57.1%16.7%$45,01060exposed
25Billing and Posting Clerks57.1%26.0%$48,50061exposed
26Health Informatics Specialists56.7%27.6%$105,85063exposed
27Computer Systems Analysts56.6%24.5%$105,85064exposed
28Receptionists and Information Clerks56.4%15.5%$38,01065exposed
29Public Relations Specialists56.1%18.9%$74,75067exposed
30Software Developers54.7%26.2%$135,98071exposed
31Management Analysts54.6%26.6%$101,86072exposed
32Secretaries and Administrative Assistants, Except Legal, Medical, and Executive53.8%17.8%$47,54077exposed
33Tellers53.4%27.1%$43,03079exposed
34First-Line Supervisors of Non-Retail Sales Workers53.2%24.3%$87,52082exposed
35Blockchain Engineers53.0%27.6%$116,58083exposed
36Business Continuity Planners52.9%28.4%$83,05086exposed
37Solar Sales Representatives and Assessors52.8%24.1%$104,92088exposed
38Securities, Commodities, and Financial Services Sales Agents52.7%27.7%$78,66089exposed
39Network and Computer Systems Administrators52.5%25.9%$99,13090exposed
40Penetration Testers51.9%26.7%$116,58097exposed
41Marketing Managers51.6%24.0%$166,79099exposed
42Computer Systems Engineers/Architects51.3%25.4%$116,580101exposed
43Computer User Support Specialists50.6%20.6%$61,860106exposed
44Financial and Investment Analysts50.1%26.3%$102,740108exposed
45Cashiers50.0%21.0%$32,880109exposed
46Logisticians49.5%23.7%$82,320112exposed
47Accountants and Auditors49.5%33.1%$83,680113exposed
48Counter and Rental Clerks49.4%22.6%$41,300114exposed
49Digital Forensics Analysts48.8%28.4%$116,580120exposed
50Loan Officers48.3%29.6%$76,690122exposed

How to read this

Exposed is the share of an occupation’s weighted task load that a generally available AI system can produce today with little structural friction. Assisted is work it can produce but cannot finish alone, because somebody has to be present, accountable, or because checking the output costs as much as doing the work. Untouched is work it cannot produce at all.

Every figure here is computed from task level ratings, and every occupation links to the page that shows its own tasks. If a rating looks wrong, the task is the level to argue at: how this is measured.

Other cuts of the same data

Exposure is not displacement. This index measures what current systems can produce and what stands in the way. It does not forecast job losses, and it models no adoption, employment or wage effect.