Modeling an AI jobs transition
148 million U.S. jobs just got categorized. Here's which ones survive AI.

Why it matters
OpenAI's workforce impact analysis provides data-driven evidence for the AI jobs displacement debate—critical for policymakers, HR leaders, and investors assessing talent market risks and opportunities.
The key facts
5 to know921 occupations analyzed
148 million U.S. jobs studied
Framework categorizes roles by automation risk, reorganization, growth, and minimal disruption
Published by OpenAI (potential credibility signal but also source bias to note)
Addresses workforce transition policy—relevant to board-level strategic planning
Go to the source
OpenAI Blogopenai.com
Publisher excerpt: A new framework analyzes 921 occupations and 148 million U.S. jobs to identify which roles face automation risk, reorganization, growth, or minimal AI disruption.