The Task Exposure Indexv2026.Q3
List

Jobs most exposed to AI right now

The 50 highest exposed shares of weighted task load in the index. Release v2026.Q3, capability reference date 2026-09-15, built on O*NET 31.0.

A high score means a large part of the job is work a generally available system can already produce with little standing in the way. It does not mean the job disappears: adoption is a separate question this index does not measure.

#OccupationExposedAssistedMedian payRank of 923Band
1Telemarketers73.3%22.1%$35,4501exposed
2Desktop Publishers72.9%13.0%$55,2902exposed
3Business Intelligence Analysts72.0%22.7%$120,2303exposed
4Statistical Assistants71.0%22.9%$50,3304exposed
5Proofreaders and Copy Markers70.2%20.0%$51,1205exposed
6Geographic Information Systems Technologists and Technicians69.3%21.5%$116,5806exposed
7Data Scientists69.1%21.3%$120,2307exposed
8Technical Writers68.9%16.3%$90,3908exposed
9Insurance Claims and Policy Processing Clerks68.6%23.0%$49,2309exposed
10Document Management Specialists67.2%24.0%$116,58010exposed
11Market Research Analysts and Marketing Specialists66.8%21.9%$78,76012exposed
12Reservation and Transportation Ticket Agents and Travel Clerks66.8%20.7%$44,39011exposed
13Customer Service Representatives66.1%23.6%$44,77013exposed
14Database Administrators65.9%24.0%$104,62014exposed
15Writers and Authors65.7%17.2%$76,91015exposed
16Word Processors and Typists65.6%14.0%$49,28016exposed
17Web Developers65.5%23.3%$92,65017exposed
18Web and Digital Interface Designers65.3%23.5%$104,00018exposed
19Financial Quantitative Analysts65.2%27.9%$81,10019exposed
20Data Warehousing Specialists65.2%26.4%$139,50020exposed
21Dispatchers, Except Police, Fire, and Ambulance63.8%21.9%$50,34021exposed
22Medical Secretaries and Administrative Assistants63.7%19.3%$45,93022exposed
23Logistics Analysts63.7%22.6%$82,32023exposed
24Sustainability Specialists63.6%26.2%$83,05024exposed
25Biostatisticians63.5%25.9%$105,65025exposed
26Database Architects63.4%25.5%$139,50026exposed
27Cargo and Freight Agents63.3%17.9%$52,26027exposed
28Mathematicians63.1%20.7%$126,71029exposed
29Editors63.1%15.9%$77,92028exposed
30Credit Analysts63.0%28.1%$83,51030exposed
31Statisticians62.8%22.8%$105,65031exposed
32Interpreters and Translators62.6%27.5%$60,17032exposed
33Traffic Technicians62.4%18.1%$59,09033exposed
34Freight Forwarders62.3%24.3%$52,26034exposed
35Clinical Data Managers61.9%25.0%$120,23035exposed
36Payroll and Timekeeping Clerks61.4%26.2%$58,26036exposed
37Bioinformatics Technicians61.4%22.8%$81,49037exposed
38Poets, Lyricists and Creative Writers61.3%14.4%$76,91038exposed
39Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel61.2%21.9%$69,99040exposed
40Data Entry Keyers61.2%20.2%$41,34039exposed
41Online Merchants60.7%24.0%$83,05041exposed
42Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products60.5%23.6%$104,92042exposed
43Video Game Designers60.3%23.1%$104,00043exposed
44Software Quality Assurance Analysts and Testers60.2%25.0%$104,30044exposed
45Concierges60.1%16.0%$38,95045exposed
46Credit Authorizers, Checkers, and Clerks59.8%25.9%$50,08046exposed
47Cost Estimators59.6%28.3%$78,74047exposed
48Production, Planning, and Expediting Clerks59.6%23.9%$59,65048exposed
49Logistics Engineers59.5%24.9%$82,32049exposed
50Web Administrators59.5%24.1%$116,58050exposed

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.