A groundbreaking study by economists at the New York Federal Reserve reveals that remote work is the primary driver of the challenging job market for young workers, accounting for 64% of the increase in unemployment among recent college graduates. The study focused on engineers at a Fortune 500 online retailer from 2019 to 2024, comparing mentorship and feedback received by junior workers in different work settings.
Key Findings
Before the pandemic, engineers in the same building as their teammates received 24% more comments on their code than those in different buildings. Once remote work began, this gap narrowed dramatically, but the quality of feedback suffered. Remote workers asked fewer questions and received less actionable guidance.
Proximity had a disproportionate impact on new hires, young engineers, and female engineers, who were least likely to ask for feedback when not in person. Interestingly, senior engineers mentoring junior colleagues wrote less code, highlighting a trade-off between supporting junior workers and senior productivity.
Broader Implications
During the pandemic, the firm hired more experienced workers instead of mentoring juniors. U.S. data from 2017-2019 and 2022-2024 shows that younger workers in 'remotable' jobs saw a larger increase in unemployment than older workers, while no such gap existed in non-remotable jobs. After accounting for AI exposure, remote work accounted for 64% of the unemployment increase among recent graduates.
The study warns that failing to hire and train new workers creates a talent pipeline crisis, with long-term economic costs. While a return-to-office mandate is one solution, a more nuanced approach involves actively mentoring all workers, whether in-person or remote. Encouraging digital engagement and fostering a culture of mentorship can help, even if it comes at a short-term productivity cost.
What This Means for Young Job Seekers
As AI threatens traditional entry-level roles, recognizing mentorship gaps is crucial. Companies must decide how to provide effective guidance to both in-person and remote workers to build a skilled future workforce.





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