Anthropic's Research Highlights Jobs AI Cannot Replace Amidst Growing Automation Concerns

Anthropic finally reveals which jobs AI cannot replace Hillary Remy Mon, March 9, 2026 at 12:37 AM GMT 5 min read Everyone has an opinion on which jobs AI will kill first. Now Anthropic has actual data, and the answer is more nuanced than the doomsday crowd wants to admit.

The company published new research on March 5 introducing a metric called "observed exposure," which tracks how Claude is being used in real workplaces, not just what it could theoretically do. Turns out those two things are very different, and that difference is where millions of jobs are still sitting comfortably.

For coders, customer service reps, and data entry workers, though, the numbers are harder to ignore. What the Anthropic Economic Index actually measured To build this, Anthropic's team pulled from three sources: the O*NET database covering roughly 800 U.S.

occupations, Claude's own usage logs, and a 2023 academic framework that scores whether an AI can cut a task's completion time in half. Every job ends up with a coverage score. High score means AI is already doing a real chunk of that job's tasks. Zero means it hasn't shown up in the data at all. Here's the part that surprises people.