A recent graduate sends out fifty applications and hears back on three. Their parents, who entered the workforce in the 1990s, do not understand what is taking so long. The usual scapegoat is AI. The real culprit, according to new research from the Federal Reserve Bank of New York, is something more mundane: remote work.
The Fed Numbers Tell a Different Story
Researchers at the New York Fed found that the unemployment rate for college graduates under 29 climbed from 3.1% to 3.7% over the past nine years. During the same period, unemployment among more experienced graduates over 29 actually ticked down, from 1.9% to 1.8%.
The divergence is not spread evenly across all occupations. It is concentrated in what economists call "remotable" fields: software engineering, financial analysis, marketing, and other white-collar roles where work can happen from anywhere. In jobs that require physical presence, like nursing, the age gap in unemployment spiked briefly in 2020 and then normalized. In remote-eligible work, it never did.
The researchers estimate that remote work can explain as much as 64% of the overall rise in youth unemployment since the pandemic.
Why Distributed Teams Hire Differently
The mechanism is not mysterious. Training a new employee requires feedback, shadowing, and informal check-ins. A separate paper by the same researchers, focused on software engineers at a large U.S. firm, found that feedback on coding work increased 18.3% when workers were in the office. Younger engineers disproportionately benefited from in-person mentorship.
When offices closed during the pandemic, the firm hired fewer inexperienced workers and more experienced ones. Once offices reopened, the firm shifted back to hiring younger workers. But there was a catch: for positions on distributed teams, the firm continued to hire more experienced workers even after reopening.
The implication is straightforward. Companies are not avoiding young workers because they dislike them. They are avoiding them because distributed work makes the training they need structurally harder to deliver.
What This Means for Policy
Many return-to-office mandates have cited mentorship and learning as justification. The Fed research suggests those justifications have empirical weight. But RTO alone does not solve the problem if teams remain distributed on paper. What matters is whether in-office days are structured for the interactions that actually develop junior staff.
A policy that requires three days in the office but leaves teams scattered across those days does not create the conditions for mentorship. A policy that coordinates schedules so junior and senior staff share the same in-office days does.
The difference is not the mandate. It is the infrastructure behind the mandate.
The Bottom Line
Blaming AI for entry-level hiring struggles has become a reflex. The Fed data suggests the reflex is wrong. Remote work has changed how companies hire, train, and promote. Younger workers are paying the price.
Organizations that want to develop the next generation of talent need more than a return-to-office memo. They need a system that ensures in-office time is intentional, coordinated, and actually used for the mentorship that distributed work cannot replicate.