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🎓 Strada/Burning Glass + Fed NY 2024

52% of College Graduates Are Working Jobs
That Didn't Need Their Degree

~$870 billion in student loan debt is held by underemployed graduates — nearly half of all outstanding student debt. The system told them to borrow. Then changed the rules.

52%Grads underemployed within 1 year (Strada 2024)
$1.77TTotal outstanding student loan debt
~$870BDebt held by underemployed graduates (est.)
$911KCS degree 10-year profit after debt (highest ROI)

Choose your depth. The data doesn't change — just the explanation.

More than half of college graduates end up in jobs that never needed a degree. They still owe the money. The system told them to borrow, then changed the rules.
52% of recent four-year graduates are underemployed within one year — working in jobs that don't require their degree (Strada/Burning Glass 2024). Total student debt: $1.77T. About $870B of that is held by underemployed graduates. The twist: employers added degree requirements to jobs throughout the 2000s-2010s ('credential inflation'), then started dropping them in 2022 — but the debt from meeting those requirements doesn't disappear.
The $870B estimate is derived: 42.5M × 52% × $39,547 = ~$874B. The 52% underemployment rate is from Strada Education Network/Burning Glass Institute longitudinal data — 'underemployed' means working in a job not typically requiring a bachelor's degree. Long-term persistence: a significant fraction remain underemployed a decade later. CS underemployment at 38% may reflect AI displacement in junior roles, a new phenomenon since 2022.
Fed NY underemployment by major: newyorkfed.org/research/college-labor-market/college-labor-market_underemployment_major.html. Federal Student Aid portfolio summary: studentaid.gov/data-center/student/portfolio. Education Data Initiative degree ROI: educationdata.org/college-degree-roi. Strada/Burning Glass data: stradaeducation.org/report/not-working-in-america.

The $870B Calculation

This is arithmetic applied to public data. Three inputs. One uncomfortable answer.

42.5M federal borrowers
× 52% underemployed = 22.1M underemployed borrowers
× $39,547 average balance = ~$874B in debt
Sources: Federal Student Aid (borrowers), Strada/Burning Glass 2024 (underemployment rate), Federal Student Aid (average balance). This is an estimate — underemployed borrowers may have different average balances than all borrowers.

🔄 The Credential Inflation Trap

Employers added degree requirements to middle-skill jobs throughout the 2000s and 2010s — even jobs that hadn't required them before. Students borrowed to meet those requirements. Then in 2022, IBM, Apple, Google, and Accenture started dropping degree requirements for many roles. 42.5 million people borrowed for requirements that are now optional. The debt didn't disappear with the requirement.

ROI by Degree

10-year profit after accounting for all debt and forgone earnings. The range is enormous. Computer Science: $911K. Arts: $380K. The gap is growing as AI reshapes which skills pay.

10-Year Profit After Debt by Major ($K)

Source: Education Data Initiative. Accounts for tuition, debt, forgone earnings, and salary premium.

Underemployment Rate by Major (Fed NY 2024)

% working in jobs not requiring a bachelor's degree within 1 year of graduation.

The Credential Inflation Timeline

What happened, decade by decade. The rules changed — the debt didn't.

2000s
Employers systematically add degree requirements to middle-skill jobs that previously didn't need them. Degree seen as a proxy for reliability and trainability.
2010s
Credential requirements peak. 65% of job postings for roles previously filled without degrees now require a bachelor's. Student debt accelerates as borrowing normalizes.
2022+
IBM, Apple, Google, Accenture drop degree requirements for many roles. Skills-based hiring becomes mainstream. But 42.5M people already borrowed for requirements now declared optional.
2024
$1.77T outstanding. 52% underemployed. CS underemployment at 38% — partly explained by AI displacing junior roles. The system changed faster than the debt could be paid.

Total Student Debt Outstanding ($T) + Underemployment Rate Trend

Dual-axis. Debt from Federal Student Aid. Underemployment from Strada/Burning Glass longitudinal tracking.