Cutting Gen Z entry-level jobs undermines corporate AI strategy
Automating away entry-level positions to cut costs threatens the apprenticeship pipeline and sidelines the demographic most fluent in the AI tools companies are racing to adopt, according to MIT research scientist Andrew McAfee.
Companies replacing entry-level workers with automation are making a long-term strategic error that threatens their future leadership pipeline and AI integration efforts, warns MIT research scientist Andrew McAfee.
Eliminating junior roles removes the apprenticeship ladder necessary to develop skilled knowledge workers. “How else are people going to learn to do the job except via on-the-job learning and training apprenticeship?” McAfee said. “When we put too much automation in that too quickly, we lose that apprenticeship ladder.”
The strategy also cuts off a crucial competitive advantage. A November 2025 Deloitte study found 76% of Gen Z use standalone AI tools, the highest rate of any generation. Older workers tend to be more set in their ways, making young hires the most enthusiastic power users of new technology. “If you’re pulling back on your entry-level hiring, you are probably sacrificing future opportunities to learn and the skilled people of the future,” McAfee added. “You’re also turning off the spigot of the most enthusiastic power users of AI in your organization.”
The warning lands as the entry-level job market tightens. Postings on Handshake are down 2% year-over-year and 12% below pre-pandemic levels. The unemployment rate for college graduates aged 22 to 27 stands at 5.6%, according to the New York Fed. Anxiety is high, fueled partly by leaders like Anthropic CEO Dario Amodei, who previously predicted AI could eliminate up to half of all entry-level white-collar jobs. Nearly 90% of the class of 2026 now fear AI will replace entry-level roles, up from 64% the prior year.
However, historical labor data suggests young professionals may be more resilient than current sentiment indicates. A recent Goldman Sachs analysis found that college-educated workers typically experience earnings losses only half as large as other displaced workers over the following decade. “Contrary to current concerns that the costs of AI will fall especially hard on new graduates,” the report said, “younger workers have actually been able to adjust more flexibly through occupational mobility and skill upgrading in the past.”
Several major technology employers are already betting on this resilience by expanding their young talent pipelines. IBM plans to triple its entry-level hiring. “People are talking about either layoffs or freezing hiring, but I actually want to say that we are the opposite,” IBM CEO Arvind Krishna said. “I expect we are probably going to hire more people out of college over the next 12 months than we have in the past few years, so you’re going to see that.”
Salesforce is bringing on 1,000 new graduates and interns to build its AI systems. “You are right they said AI would kill entry-level jobs,” CEO Marc Benioff wrote. “Meanwhile these grads and interns are building it—powering Agentforce and Headless360 at Salesforce.” Amazon plans to host 11,000 software engineering interns in 2026. “I can tell you we are hiring just as many software developers as we ever had inside of Amazon,” said AWS CEO Matt Garman. “And in fact, I see the demand for that really accelerating.”
