AI May Be Hitting Junior White-Collar Hiring, But Evidence Remains Contested, Economists Say
emollick · x · 2026-10-03
Economists Alex Imas and Jacob Schaal review the empirical evidence on whether AI has yet impacted the labor market, with Ethan Mollick summing up the narrow conclusion: AI may already be affecting the hiring margin for the most-exposed junior white-collar roles, but that attribution is contested.
Key points:
- Lagging indicators (unemployment, layoffs) show almost no AI effect so far; aggregate labor-market disruption has yet to appear in the data;
- Evidence on entry-level hiring is mixed: Nordic data show no reduction in entry-level hiring, and some surveys find null or even positive effects;
- The rise of remote work complicates causal interpretation of exposure-based studies lacking pre-trend and WFH controls;
- The open question is whether declines in junior hiring stem from generative AI itself, remote work, post-pandemic normalization, or a combination. The piece is a "now-cast" of AI's current economic impact rather than a forecast.
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