The promise that a university degree guarantees a middle-class life is quietly collapsing—and the data proves it.
For decades, a college diploma served as a golden ticket to stable employment, higher salaries, and home ownership. That guarantee has evaporated. In May 2024, Oxford Economics revealed a statistic that defines this new era: for the first time in forty-five years, the unemployment rate for recent graduates in the United States exceeded the national average.
This isn't a catastrophe—U.S. unemployment remains near historic lows—but it marks a rare economic shift. A growing economy typically rewards education. Yet today, the economy expands while the door to graduate employment closes.
The Degree Glut
The numbers tell a clear story. In 1960, only about five percent of young people in the UK went to university. By 2007, that figure jumped to forty-three percent. The United States saw similar growth: the share of adults holding a four-year degree rose from under eight percent in 1960 to nearly thirty-eight percent in 2023.
The once-rare credential has become a baseline expectation. As scarcity disappeared, so did the pay premium.
Grade inflation compounds the problem. In the UK, the proportion of students awarded first-class degrees rose from seven percent in the mid-1990s to twenty-six percent today. The paradox is striking: if everyone is special, no one is.
By September 2025, unemployment among Americans aged twenty to twenty-four hit 9.2 percent—rising sharply from seven percent a year earlier. Broader data reveals that Americans with four-year degrees now account for more than twenty-five percent of all unemployed workers. That ratio has climbed to an all-time high, surpassing even the pandemic-era layoffs of March 2020.
Students are applying frantically just to stand still. Final year students in the UK now make an average of 21.7 job applications—nearly double the number from just two years earlier. Yet success rates have plummeted to their lowest levels in three decades. Only twenty-seven percent of UK final year students had a job lined up by February 2025, down from thirty-three percent two years earlier.
Graduate job postings have collapsed across key sectors: seventy-eight percent in human resources, forty-six percent in marketing, and forty-two percent in accounting. Meanwhile, the supply of graduates keeps rising—over 465,000 completing their first degree in the UK last year alone.
The Gender Divide
The most striking feature of this new landscape is its gendered nature. The collapse in graduate hiring has hit young men hardest.
Employment data from the U.S. reveals that the unemployment rate for recent male graduates jumped from under five percent to seven percent over the last year. For female graduates, the rate remains unchanged. Women gained 135,000 jobs last year, including nearly 50,000 in healthcare alone.
Men cluster heavily in sectors like technology and finance—fields that have been purging entry-level roles after pandemic-era hiring binges. They're also aggressively embracing automation. Large language models now perform tasks young men were once hired to do: writing basic code, analyzing spreadsheets, and managing data.
Last month, Bloomberg reported that OpenAI hired over 100 former investment bankers to train its AI on building financial models—aiming to replace the grunt work performed by junior bankers across the industry.
The Training Disappearance
On-the-job training has long depended on repetitive work. Junior lawyers spent their first few years reviewing thousands of pages of contracts while accountants checked audit logs. Junior investment bankers spent years building Excel models and PowerPoint slideshows for pitches.
This work, while tedious, served a critical function. By grinding through repetitive tasks for years, juniors proved themselves and learned how to do their job well. Artificial intelligence has severed this link.
According to the Financial Times, at Simmons and Simmons—a UK-based international law firm—a custom AI tool named Percy now handles document review and legal summarization. The basic tasks that AI is being used for once taught trainee lawyers their trade. Juniors have begun evolving from drafters generating first versions into checkers verifying AI output.
But verifying the soundness of a contract or the security of a piece of code requires judgment. Fresh graduates rarely possess this skill. Discernment demands experience—and companies are increasingly reluctant to provide that experience.
The Lemons Problem
This technological shift has broken the hiring process too. Generative AI allows applicants to spam hundreds of custom cover letters and résumés to hiring firms with a single click.
The Economist describes how a good cover letter used to help distinguish between high-quality and low-quality applicants. Employers flooded with indistinguishable applications struggle to differentiate between candidates.
This creates what economists call the lemons problem—a concept introduced by George Akerlof in 1970. In his model, when buyers can't distinguish between high-quality goods and defective ones (lemons), their fear of buying a lemon drives down the price they're willing to pay. This drives sellers of high-quality goods out of the market, leaving only lemons.
In the graduate job market, the goods are applications. When employers are flooded with thousands of AI-generated indistinguishable cover letters, they lose the ability to identify candidates who invested time and effort. The signal is drowned out by noise.
Just as buyers in Akerlof's market stopped buying used cars, employers are stopping open hiring processes—they retreat to offline networks and nepotism to find people they feel they can trust. If everyone sounds perfect on paper, the only signal left is a personal introduction.
This disadvantages working-class graduates who have fewer family connections with influence over hiring decisions. The trust between recruiter and applicant has evaporated due to AI-generated spam.
Macroeconomic Pressures
New technology is just one factor compounding pressure on young job seekers. A perfect storm of macroeconomic forces makes novice employees potential financial liabilities.
Firms are dealing with constantly changing tariff rules in the United States—the biggest consumer market in the world. American companies don't know what their raw materials will cost or if consumers will accept higher prices. They have no idea what their margins might be if they must swallow some cost increase. Foreign firms don't know if they'll be able to export at all or face higher competition from redirected Chinese exports.
When a company has no visibility into costs or demand, it often freezes up—postponing big decisions until greater clarity emerges. Constantly changing tariffs makes this particularly difficult for businesses and is likely reducing growth at both U.S.-based and international firms.
Recent analysis from Goldman Sachs adds weight to this gloomy outlook. Private sector layoff announcements in October reached their highest level on record outside of a recession. Warning notices—required filings before mass layoffs—have ticked up to levels not seen since 2016. While initial jobless claims remain low, these leading indicators suggest the U.S. labor market is weakening.
All of this uncertainty has led to a freeze in the broader job market. We're seeing a low-hire, low-fire dynamic termed "job hugging"—where incumbent employees stay put, reducing the churn that typically opens entry-level spots at firms. With quit rates falling, the ladder gets blocked from the top down.
The Wage Floor Problem
Governments worldwide have raised minimum wages to combat the cost-of-living crisis. While the U.S. minimum wage has stayed low, many states have imposed higher minimum wages.
The Economist recently wrote about how academics have gotten cold feet about the effects of high minimum wages. While they may help the lowest earners, they fundamentally alter the calculus of hiring by lifting the pay floor for entry-level workers closer to that of experienced staff. These policies may have inadvertently erased the distinction between the two groups.
In the past, a lower starting salary offset the cost of on-the-job training. Today, graduates are more expensive. When the cost of an inexperienced worker rivals that of a worker with a few years of experience, the rational employer chooses the proven candidate every time. Since trainees can't generate immediate value to justify their new price tag, firms close the door to hiring them.
The Economist quotes research by Hannah Huthu of Columbia University finding that big increases in the wage floor led employers to make working schedules less predictable and work less safe, with higher incidence of workplace injuries. In effect, they make jobs worse to compensate for paying more.
This leaves graduates in a precarious position: facing a frozen job market while grappling with the highest living costs in a generation. Inflation has eroded purchasing power. Housing costs have skyrocketed in cities where jobs exist, and many carry significant student debt. They're priced out of employment by wage floors and priced out of life by the cost of living.
The Arms Race of Credentials
Faced with closing doors, students respond by buying a bigger key. Enrollment in master's programs has skyrocketed—it's like trying to fix a leak in your boat by drilling another hole to let water out. If your bachelor's in history didn't get you a job, surely a master's in advanced history will convince OpenAI that you can write code.
Fear drives much of this growth in advanced degree programs. But returns to earning a master's have started shrinking. Research shows that forty percent of U.S. master's programs deliver no real financial benefit. In Britain, graduates with master's degrees often earn similar salaries to those with a bachelor's by age thirty-five.
Students have found themselves in an arms race of credentials that devalues the very qualifications they chase.
Not all degrees are created equal. Analysis by the Foundation for Research on Equal Opportunity highlights a stark divide: engineering, nursing, and economics degrees can offer a lifetime return on investment exceeding half a million dollars. Degrees in creative arts, social care, agriculture, English, philosophy, education, and psychology frequently result in negative financial returns.
The ticket to the middle class is no longer a generic degree. It's a specific market-aligned skill set.
According to researchers at Georgetown University, the subject you pick matters more than the university you attend. While the worst U.S. colleges provide their students with next to no value, generally, people who enroll in America's public universities get a better return on investment than students at more prestigious private institutions—which despite being nonprofits tend to be significantly more expensive.
Interestingly, research shows that men face a higher opportunity cost for attending university because men are more likely to work in skilled trades like plumbing, electrical work, or construction—trades that don't require college credentials.
"When the cost of an inexperienced worker rivals that of a worker with a few years of experience, the rational employer chooses the proven candidate every time."
Bottom Line
The piece's strongest argument is the convergence of multiple forces—technological automation, macroeconomic uncertainty, and policy-driven wage floors—all compressing entry-level hiring simultaneously. The data on graduate unemployment inversion is compelling and novel.
Its vulnerability: the optimistic note at the end acknowledges that tech hiring "is not as bad as it was a year ago" and certain sectors like AI development and cybersecurity are stabilizing. This undercuts the urgency of the thesis. The piece also leans heavily on UK and U.S. data while claiming global applicability—a limitation worth noting.
Watch for: whether specialized skills genuinely protect workers from these pressures, or whether credential inflation simply shifts the bottleneck rather than eliminating it.