College Grad Labor Is Now Cheaper Than AI
Why It Matters
The shift signals a rebalancing of hiring and tech spend that will affect workforce pipelines, salary trajectories for early-career workers, and corporate budgets for AI projects. Companies that misjudge the total cost of AI versus human labor risk operational disruption and oversized cloud bills.
Summary
Employers who paused hiring college graduates and software engineers when generative AI emerged are reversing course as AI deployment proves costly. Unemployment among recent college grads spiked from about 5% to over 9% in 2022–23 as firms substituted AI for entry-level roles, while software developer job postings fell roughly 60% year-over-year. That labor glut pushed developer wages down, but soaring cloud and AI expenses — including anecdotal bills in the hundreds of millions — are forcing firms to rehire human engineers. The result is a recalibration: human talent is becoming relatively cheaper and more attractive compared with expensive AI compute and integration costs.
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