The graduate gap

When the degree stopped helping

For the first time on record, a fresh college degree comes with a higher chance of unemployment than the workforce average. Recent graduates sat at 5.6 percent unemployment against 4.2 percent for all workers in early 2026, the widest gap the Federal Reserve Bank of New York has measured.

Young college graduate unemployment climbed from a 3.1 percent average across 2017 to 2019 to 3.7 percent across 2022 to 2025, a 20 percent rise, according to New York Fed research published June 1, 2026. Over the same years, unemployment among experienced graduates fell, from 1.9 percent to 1.8 percent. The people just starting out absorbed the entire shift.

Underemployment runs alongside it. Nearly 43 percent of graduates aged 22 to 27 are working jobs that do not require their degree, by the Fed's December 2025 count.

Not the machines

The popular explanation is artificial intelligence. The Fed's economists, Natalia Emanuel, Emma Harrington, and Amanda Pallais, point somewhere else. They estimate remote work explains 64 percent of the recent rise in graduate unemployment.

Other researchers disagree. A Stanford team found early-career workers in the most AI-exposed jobs saw employment fall about 16 percent since late 2022, even outside remote-friendly roles. Both forces may be pressing on the same rung at once.

Where the gap opened

The pattern in the data is the tell. The gap between young and experienced workers widened in jobs that can be done remotely, such as software engineering, where unemployment for graduates under 29 rose by nearly a full percentage point. In jobs that cannot be done remotely, such as mechanical engineering, it held steady. If AI alone were the cause, the damage would not sort so cleanly by whether a role can be performed from a kitchen table.

Taught in the room

The mechanism is mentorship. New hires learn the job by watching, asking, and being corrected in small moments. The Fed's firm-level data shows workers receive far less feedback when separated from colleagues, and the effect is sharpest for the youngest. Employers, sensing this, hesitate to place an inexperienced person on a distributed team. The first rung of the ladder is the hardest one to build from a distance.

None of this means the degree has stopped mattering. Employers still project hiring for the class of 2026 to rise 5.6 percent, by the National Association of Colleges and Employers. It means the way in has narrowed and changed shape. The graduates paying for it did nothing wrong. The first job was always where careers are taught, and that is the rung the market is struggling to rebuild.