With more companies turning to artificial intelligence to handle routine tasks, a troubling question is emerging: could cost-cutting today weaken tomorrow's talent pipeline? Andrew McAfee, a research scientist at the Massachusetts Institute of Technology, warns that replacing junior staff with automation may disrupt the system that develops future leaders and experts.
The role of entry-level jobs in shaping future leaders
McAfee points out that entry-level roles are far more than just basic assignments. They are the starting point for young workers to build real knowledge, gain hands-on experience, and learn professional decision-making under the guidance of more experienced colleagues. Cutting these positions risks breaking the chain that traditionally moves people from basic tasks to specialized roles and leadership.
In an interview with the Harvard Business Review, McAfee explained that learning complex tasks often begins by assisting experienced workers with routine duties. When automation takes over these duties, it also eliminates the learning process. Businesses might find themselves losing the long-standing apprenticeship system that helped create skilled professionals and business leaders for years.
Gen Z as a competitive edge in AI adoption
Instead of cutting hiring from Gen Z, McAfee sees this younger generation as a crucial advantage in the AI era. Young workers are more likely to engage with and explore new technologies. A survey published by Deloitte in November 2025 showed that 76% of Gen Z respondents had already used an AI tool — the highest rate among all age groups.
Older workers, by contrast, tend to rely more on established methods and routines. Losing the most tech-savvy generation could slow down innovation, McAfee explained, because companies may miss out on the enthusiastic adopters of AI and emerging tools.
Tightening job market and rising AI anxiety among new graduates
New graduates are already finding it hard to land entry-level jobs. According to the Handshake Class of 2026 Network Trends Report, job postings for fresh hires have fallen by 2% from the previous year and remain 12% lower than before the pandemic. The New York Federal Reserve reports that the unemployment rate for 22- to 27-year-old college graduates is currently 5.6%.
Monster’s survey found that nearly 90% of the Class of 2026 worry AI could replace entry-level positions, a sharp increase from 64% the year before. This fear is partly driven by statements from tech executives. For example, Anthropic’s chief executive, Dario Amodei, suggested AI might eliminate half of entry-level white-collar jobs, though he later softened his stance.
Despite these worries, historical data shows younger workers often adapt well to technological shifts. A study by Goldman Sachs found that young, college-educated workers tend to recover faster from job losses and are more likely to pivot into roles that collaborate with new technologies instead of competing with them.
Adaptability and a focus on skill development have helped young workers in the past. Goldman Sachs suggests these same traits will be essential as AI continues to reshape industries and create new opportunities.
Some companies are bucking the trend and expanding hiring
Although many companies are cutting back on entry-level hiring, some are taking the opposite approach. IBM’s CEO, Arvind Krishna, announced that the company plans to triple its entry-level recruitment. Salesforce is also expanding its graduate hiring, aiming to bring on 1,000 new graduates and interns to focus on AI projects.
Amazon is continuing to build its talent pipeline, with reports suggesting the company plans to hire around 11,000 software engineering interns in 2026. Matt Garman, CEO of AWS, noted that demand for software developers is still growing. These moves signal a belief that investing in fresh talent can help drive future innovation.
While automation can certainly improve efficiency, removing entry-level roles may ultimately hurt long-term growth and talent development. The cost savings from reducing junior positions could be outweighed by the loss of the next generation of leaders and innovators.