Companies racing to replace entry-level employees with artificial intelligence may be saving money in the short term, but they could be creating a much bigger problem for the future, according to an MIT research scientist. Andrew McAfee, who co-leads the Massachusetts Institute of Technology’s Initiative on the Digital Economy, has warned that automating away junior roles could disrupt the talent pipeline that businesses rely on to develop future managers, specialists and leaders. He argues that removing entry-level jobs also means losing young employees who are often the quickest to embrace AI, potentially slowing innovation rather than accelerating it as organisations increasingly invest in automation.
MIT researcher says companies are breaking the apprenticeship model
McAfee believes entry-level jobs serve a purpose far beyond completing routine tasks. They are the foundation on which employees develop practical knowledge, industry expertise and professional judgement through hands-on experience and mentorship.Speaking to Harvard Business Review, McAfee said people typically learn difficult knowledge work by first assisting experienced colleagues with routine responsibilities. If companies automate these tasks too quickly, they risk eliminating the apprenticeship ladder that has traditionally produced skilled professionals and future business leaders.
Why Gen Z may be a company’s biggest AI advantage
While some employers see AI as a reason to reduce graduate hiring, McAfee argues the opposite. He believes younger workers represent one of the strongest competitive advantages in the AI era because they are generally more willing to adopt and experiment with emerging technologies.A Deloitte survey published in November 2025 found that 76% of Gen Z respondents had used a standalone AI tool, the highest adoption rate among all generations. McAfee noted that older workers are often more established in their routines, whereas younger employees tend to embrace new technologies more readily. Reducing entry-level hiring, he said, could deprive organisations of their most enthusiastic AI users.
Entry-level job opportunities are becoming harder to find
McAfee’s warning comes as graduates already face a more challenging employment market. According to Handshake’s Class of 2026 Network Trends Report, entry-level job postings have fallen by 2% compared with a year earlier and remain 12% below pre-pandemic levels.Data from the New York Federal Reserve also shows that the unemployment rate for college graduates aged between 22 and 27 stands at 5.6%, highlighting the growing difficulties many young professionals face when entering the workforce.
Young graduates are increasingly worried about AI replacing jobs
Concerns about automation are rising sharply among students preparing to enter the job market. A survey by Monster found that nearly nine in 10 members of the Class of 2026 worry that AI or automation could replace entry-level positions. This marks a significant increase from 64% in the previous year’s survey.The anxiety has also been fuelled by comments from technology executives, including Anthropic chief executive Dario Amodei, who previously suggested AI could eliminate up to half of entry-level white-collar jobs before later softening that prediction.
History suggests young workers can adapt to technological change
Despite growing concerns, historical evidence indicates younger workers have often adjusted successfully to previous waves of technological disruption. An analysis by Goldman Sachs found that college-educated young workers generally experience smaller long-term earnings losses than older displaced workers after losing their jobs.The report also found that younger employees are more likely to change occupations, learn new skills and move into roles that complement emerging technologies rather than compete directly with them. According to Goldman Sachs, occupational mobility and continuous skill development have historically helped young workers adapt to changing labour markets.
Some major companies are expanding graduate hiring
Not every business is reducing entry-level recruitment. Several technology companies are instead investing more heavily in early-career talent as they expand their AI capabilities.IBM chief executive Arvind Krishna has said the company expects to triple its entry-level hiring and recruit more graduates than in recent years. Salesforce chief executive Marc Benioff announced plans to hire 1,000 graduates and interns to help develop the company’s AI technologies. Amazon is also maintaining its graduate talent pipeline, with reports indicating it plans to hire around 11,000 software engineering interns in 2026, while AWS chief executive Matt Garman said demand for software developers continues to grow.
The long-term cost may outweigh the short-term savings
McAfee’s warning reflects a broader debate over how businesses should integrate artificial intelligence into their workforces. While AI can automate repetitive tasks and improve efficiency, he argues that removing entry-level opportunities could weaken companies’ ability to develop future talent, adopt new technologies effectively and remain competitive in the years ahead.
