Observed arrival · 2026-09-16

The Task Exposure Index Measures AI Job Exposure Task by Task

taskexposure.org Observed source

Editorial interest 84/100 Selection signal · not a rating of the site

A searchable index covering 923 occupations and 18,838 tasks, showing which parts of different jobs current AI systems can produce and where friction remains.

Landing page captured for the 2026-09-16 issue.

Field notes

The index breaks occupational exposure into individual tasks rather than treating a job as a single unit, then aggregates those scores into occupation and wage-band comparisons. Its current release identifies 18,838 tasks across 923 occupations, including 8,693 judged producible by AI with little friction. The homepage also connects 767 occupations to 143.6 million US jobs and presents employment-weighted exposure by pay band.

Observed signals

Read the marks

Editorial observations of this landing page, not a rating.

○OpenPublic substance visible

✦PrettyNotable craft visible

●ProPolished or operationally mature

◎NicheUnusually specific use

ƒJavaScriptBrowser-side code central

One card from the complete issue

Wiring Is Not Learning

428,563 arrived 1,000 judged 985 catalogued Enter the complete issue