Canaries in the Coal Mine? Six Facts About the Recent Employment Effects of AI
Using ADP payroll data across tens of thousands of firms, researchers find a 16% relative decline in employment for 22–25 year-olds in AI-exposed occupations (software developers down nearly 20%), while more experienced workers in the same roles are largely unaffected. The effect is concentrated specifically in roles where AI automates rather than augments tasks — adjustment is happening through hiring, not compensation.
Why it matters
Read at Stanford Digital Economy Lab Early-career hiring pipelines in automation-exposed roles are the leading indicator to watch, not aggregate headcount.
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