AI Isn’t Killing Jobs—It’s Killing the Entry-Ramp for Young Workers (And the Data Is Unmistakable)

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By: Oliver Hawthorne

The AI jobs crisis debate is split. Critics like Google economists and Apollo’s Torsten Slok say it’s interest rates or market quirks. But Stanford’s Erik Brynjolfsson has data that tells a different story—young workers are getting squeezed out of AI-exposed roles, and the trend isn’t fading. This isn’t a blip; it’s a structural shift hiding in plain sight. Brynjolfsson didn’t just stop at his original paper. He partnered with ADP Research, which serves one in six American workers, to build the Canaries Dashboard—an indicator tracking AI’s labor impact in near-real time.

Last August, Brynjolfsson’s team used ADP’s payroll data to show a drop in 22-25-year-olds in AI-exposed jobs. Now, the Canaries Dashboard (drawing on 4.6 million workers across 730 occupations) confirms the trend. As of April 2026, 22-25-year-olds in high AI-exposed roles are down 3.8% year-over-year. Least exposed roles for the same age group are up 2%. Mid-career 31-34-year-olds are down 1.7%, while 35-40-year-olds are up 2%. Brynjolfsson tested every counterargument—removed the entire tech sector, isolated remote work effects, checked interest rates. The pattern held. ADP’s Nela Richardson points out: AI augments senior workers but automates entry-level tasks. Those tasks—retrieving info, summarizing reports, scheduling—are what young workers use to learn. So entry roles shrink.

The commercial loop here is simple. Companies use AI to cut entry-level costs. They hire fewer young workers because their tasks are automatable. Over time, this means fewer workers move up to senior roles. The end-game? Companies will either have to invest heavily in reskilling current employees or face a shortage of experienced workers in AI-exposed fields in the next decade. This could widen the generational wealth gap and create a two-tier labor market—senior workers with AI-augmented roles, young workers locked out of the on-ramp.

Author bio: Oliver Hawthorne, Principal Correspondent at an international tech review, covers AI’s labor market impact and industry structural shifts.