Young graduates entering the occupations most disrupted by AI are finding fewer open doors. New research shows hiring of workers aged 22 to 25 in those fields dropped roughly 14% since ChatGPT’s release, even as overall unemployment in those jobs has held steady.
The gap between how much AI is actually used in professional settings, compared to what is theoretically possible, was tracked in a March 2026 paper by researchers from Anthropic, the developer of the Claude AI platform.
The distinction matters. Prior estimates predicted that up to 90% of tasks in fields like computer science and office administration could be sped up by AI. But Claude is only being used to complete about a third of computer and math tasks. category.
Computer programmers rank highest for AI use, with 75% task coverage, followed by customer service representatives and data entry keyers. Workers in these roles are also more likely to be female, more educated, and higher-paid, the analysis found, making the potential downstream effects unusually broad across the professional workforce.
The researchers matched their exposure data against Bureau of Labor Statistics employment projections through 2034 and found that every 10-percentage-point increase in AI task coverage is associated with a 0.6-percentage-point drop in job growth.
For university leaders, slowed hiring of recent graduates carries particular weight. It does not appear in traditional unemployment statistics because.
That slowdown connects directly to what University Business has tracked among students themselves. A recent Gallup survey reported in these pages found that more than 40% of bachelor’s degree students had considered changing their major because of AI’s potential job market impact.
Undergraduate enrollment in computer science decreased by 8% this fall, while graduate enrollment fell by 14%, Dr. James L. Norrie wrote for University Business. Faculty and administrators are framing the decline as a short-term disruption similar to the dot-com era.
For presidents, provosts and K12 leaders, the implication is that curriculum redesign and workforce alignment cannot wait for clearer unemployment signals.
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DA+: Superintendents and cabinet-level leaders can sign up for a free 14-day trial to DA+ to livestream “Leading Through the Noise: Staying Grounded in a Politicized Environment” with Dr. Quintin Shepherd on April 28.
