A new U.S. Census Bureau working paper says college graduates from majors most exposed to artificial intelligence are entering the labor market with a measurable disadvantage. Their initial employment rate fell by five percentage points and their earnings fell by 13 percent, with part of the decline linked to movement into lower paying sectors.
- Research
- U.S. Census Bureau working paper CES-26-56, published September 2026
- Initial employment
- Down five percentage points for the most AI exposed new college graduates
- Earnings
- Down 13 percent for the most AI exposed new college graduates
- Market effect
- Part of the decline was linked to movement into lower paying sectors
The first job is where the gap opens
The paper, Graduating into Disruption: Labor Market Outcomes for AI Exposed College Majors, examines new college graduates and compares fields by how exposed their work is to artificial intelligence. The study covers the period after ChatGPT became widely available and finds the sharpest effects at the point when graduates first look for work.
The result is not a claim that every graduate in an exposed field loses a job. It is a shift in early career outcomes across groups. The most exposed majors saw initial employment decline by five percentage points, while earnings declined by 13 percent. That combination matters because the first job often sets the direction for later experience, pay, and access to professional work.
Retail and food service absorb more graduates
The Census researchers say the earnings result was partially driven by movement into lower paying sectors. In practical terms, graduates trained for professional work can still be employed while landing in retail, food service, or other jobs that make less use of their degree. That distinction separates this finding from a simple count of unemployed graduates.
A Fortune report carried by MSN highlighted the same pattern, describing entry level hiring as drying up for graduates from AI exposed majors since 2022. The report gives the new working paper a more immediate labor market meaning: the pressure can show up as occupational downgrading before it shows up as a large increase in the unemployment rate.
A warning for the next hiring cycle
The working paper is research rather than a final Census Bureau publication, and its results describe differences between groups rather than a forecast for each individual. It also does not establish that artificial intelligence alone caused every employment or pay change. Still, the timing and concentration of the effect give employers and candidates a clear signal about where the entry level market is tightening.
For graduates, the central risk is not simply that software or analytical work disappears. It is that the first rung becomes harder to reach, while a lower paid job becomes the available substitute. For employers, the finding raises a question about whether automation is removing junior pathways faster than organizations are creating new ways for inexperienced workers to build professional experience. The next rounds of graduate hiring will show whether this is a temporary adjustment or a lasting reshaping of the early career ladder.
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