Work From Home, Not AI, Driving Rise in Graduate Unemployment: Study
From the Editor’s Desk
June 15, 2026
While public discussion has increasingly focused on generative AI as the force threatening entry-level white-collar jobs, researchers now argue that a much older “technology”, remote work, offers a better explanation for what has happened since the pandemic. They say remote workplaces make it harder to train, supervise and mentor new employees, leading many employers to favour experienced hires instead.
A new study by economist Natalia Emanuel of the New York Federal Reserve Bank and her colleagues suggests that the expansion of remote work accounts for roughly 64% of the increase in unemployment among young graduates. Unemployment among young graduates began rising before generative AI became widely used, indicating that employers were already becoming more reluctant to hire inexperienced workers.
The researchers arrived at this conclusion by looking closely at where unemployment was rising. If artificial intelligence or a general economic slowdown were primarily responsible, one might expect employment difficulties to be spread relatively evenly across occupations. Instead, the increase was concentrated in jobs that can readily be performed from home.
Among young graduates working in so-called “remotable” occupations, unemployment rose sharply after the pandemic and remained elevated. A very different pattern appeared in occupations that require physical presence. There, unemployment briefly increased during the disruption caused by the pandemic before largely returning to earlier levels. The contrast led the researchers to focus less on technology replacing workers and more on changes in the way work itself is organised.
Although the study examined the labour market in the United States, the implications could be significant for countries such as India, where millions of young people enter the workforce each year and a growing share of graduate employment is concentrated in sectors that can be performed remotely.
Information technology, software services, consulting, finance, media and a range of digital occupations have embraced remote and hybrid work arrangements since the pandemic. In such a labour market, young people can find themselves trapped in a cycle where experience is required to secure employment, while employment is needed to gain experience.
Remote work can make exchanges between supervisors and new employees less frequent and less spontaneous. A manager may still supervise a junior employee through video calls and messaging platforms, but many of the small moments through which knowledge is transferred disappear or become harder to replicate.
To test whether this explanation matched what was happening inside firms, the researchers analysed data from an unnamed Fortune 500 company. They found that employees working in closer proximity to colleagues received more feedback and guidance than those who worked at a distance. Younger workers appeared to benefit most from these interactions because they relied more heavily on mentoring and constructive criticism. Workers who had spent more time working alongside colleagues subsequently produced higher-quality work than those whose experience had been more isolated.
The company’s hiring decisions also revealed how employers may be responding to these realities. During the period when offices were closed, the firm reduced its recruitment of inexperienced workers and increased its hiring of more experienced employees. Once offices reopened, hiring of younger workers recovered. That pattern alone might have been explained by broader economic conditions, but the researchers found something more revealing. Teams that continued operating in a distributed manner consistently favoured experienced candidates even after offices reopened. The distinction suggested that employers were responding not only to economic uncertainty but also to the practical difficulties of training junior staff from a distance.
The findings also help explain why many companies have justified return-to-office mandates by referring to mentoring, learning and professional development rather than productivity alone. Public debate often portrays remote work and office attendance as a contest between employee convenience and managerial preference. The study suggests there may be another dimension. Firms may believe that bringing people together physically makes it easier to develop younger employees and therefore makes them more willing to hire them in the first place.
Economists have long found that the conditions people encounter at the start of their careers can influence earnings, promotion prospects and professional development for years afterwards.
The researchers cautioned that remote work is unlikely to be the sole factor influencing youth unemployment. They also acknowledged that generative AI could play a much larger role in the future than it has so far.
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