Goldman Sachs is sounding an alarm that the job market is quietly tilting against college graduates just as a new class prepares to leave campus. The warning comes at a moment when fresh data on young workers shows a labour market that looks less like a springboard and more like a “freezing” pool. A clear shift is taking shape: a college degree still helps, but it no longer guarantees a smooth entry into stable, well‑matched work.
The pressure is especially intense for workers in their early and mid‑twenties, who are supposed to be cashing in on the promise of higher education. Instead, they are running into weaker hiring, longer spells of unemployment between gigs, and a growing risk of landing in jobs that never asked for a bachelor’s degree in the first place. That mix is exactly what Goldman Sachs is now flagging as a structural problem, not just a bad year for graduates.
Goldman’s warning and a ‘freezing’ market
In a recent note described by the Financial Times, Goldman Sachs warns that labour‑market conditions are shifting against workers who attended college, including those with full degrees. The firm argues that these workers are now being hit hardest by unemployment as hiring momentum cools, a reversal of the long‑held belief that they are the safest group in any downturn. The note itself is not public, but the message is clear: Goldman sees a job market where the premium once attached to a diploma is eroding, especially for newer entrants who lack experience and bargaining power.
Independent reporting based on employer surveys and datasets points in the same direction, describing a “freezing” labour market for students and recent graduates and documenting that hiring for this group weakened in 2020 and has not fully recovered. Those surveys, which track campus recruiting and graduate intake, suggest that large employers have become more cautious about adding junior staff, particularly in office‑based roles that can be automated or consolidated. Taken together with Goldman’s view, the picture is not of a sudden collapse but of a slow tightening that leaves young graduates exposed just as they step off the graduation stage.
What the New York Fed data shows
To see how this shift shows up in hard numbers, it helps to look at the New York Fed dataset on recent college graduates. This series tracks unemployment and underemployment for people aged 22 to 27 with at least a bachelor’s degree. In 2024, the unemployment rate for this group was reported at about 4.5%, while the rate for all workers in the same age band without a degree was close to 6.98%. That gap still favours graduates, but it is much smaller than in earlier decades, and the share of graduates in jobs that do not require a degree remains elevated.
The same data show that roughly 38% of recent graduates are working in roles the New York Fed classifies as “non‑college” jobs, meaning the work typically does not require a four‑year degree. At the same time, the underemployment rate for young degree‑holders has hovered around 8.28%, well above the lows seen before the pandemic. These numbers help explain why a job market that looks healthy on the surface can still feel icy to those at the starting line: many graduates are working, but too often in positions that neither use their skills nor pay the kind of wage premium that once justified rising tuition bills.
Are young graduates losing their edge?
Researchers at the Federal Reserve Bank of Cleveland have gone further and asked whether young college graduates are losing the edge they used to hold in the job market. In an Economic Commentary paper, they use standard labour‑economics methods to analyze changes in job‑finding and unemployment dynamics for this group over time. Their work finds that the unemployment gap that once clearly favoured young college graduates over non‑graduates has narrowed, and that the odds of moving from unemployment into a good match have weakened.
The finding is important because it challenges the comfortable belief that “college always wins” over the long run. If the edge is smaller, then timing and field of study matter more, and the risk of graduating into a weak hiring year becomes more serious. The Cleveland Fed analysis suggests that shifts in employer demand and the kinds of jobs being created are part of the story, not just temporary economic weakness. That matches the pattern Goldman Sachs is warning about: a structural change in which the advantage of being a young graduate is no longer as strong or as reliable as it once was.
How employer behavior is changing
The employer side of this story comes through in survey‑based reporting that documents how hiring plans for students and graduates have cooled. Evidence drawn from large corporate recruiters shows that hiring for students and graduates weakened sharply in 2020, particularly in sectors that traditionally absorbed many entry‑level office workers. Some surveys show that graduate hiring in certain white‑collar fields is still about 5.8% below its pre‑pandemic level, even as overall employment has recovered. Firms report more cautious headcount planning, with managers stretching existing staff rather than bringing in new cohorts, and in some cases shifting junior work to contractors or software.
All of this suggests that the hiring model built around big annual graduate intakes is being quietly rewritten. Instead of treating campus recruiting as a must‑have pipeline, more companies are experimenting with smaller classes, delayed start dates, or skills‑based hiring that does not always require a four‑year degree. That shift helps explain why the labour market can feel “freezing” for graduates even when headline unemployment is not spiking. It also hints at a future in which the boundary between “graduate jobs” and other roles becomes less clear, which would further dilute the advantage tracked in both the New York and Cleveland Fed research.
Who is being hit the hardest?
Not all college‑educated workers are experiencing the same strain. According to recent coverage of Goldman’s research, workers who attended college but did not complete a degree are facing some of the toughest conditions. For this group, the unemployment rate has climbed toward 5.8%, higher than the rate for both recent graduates and some non‑graduates with in‑demand skills. They often carry student debt but do not receive the full wage premium associated with a completed credential.
Even among those with full degrees, outcomes vary by field and institution. Graduates in narrow or oversupplied majors are more likely to end up in jobs that do not require a degree, feeding into the New York Fed’s underemployment figures in the 8% range for recent cohorts. By contrast, graduates in certain technical and health‑related fields still see stronger demand and lower unemployment, sometimes closer to 3.8%. The overall message is that the label “college‑educated” now covers a much wider range of labour‑market experiences than it did a generation ago.
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*This article was researched with the help of AI, with human editors creating the final content.
Grant Mercer covers market dynamics, business trends, and the economic forces driving growth across industries. His analysis connects macro movements with real-world implications for investors, entrepreneurs, and professionals. Through his work at The Daily Overview, Grant helps readers understand how markets function and where opportunities may emerge.
