Economic Analysis Report
Graduate Employment Markets in the United States: Leading Metro Areas for Early-Career Professionals
An analysis of 53 major U.S. metropolitan areas reveals that Southern cities continue to dominate graduate hiring conditions, with Birmingham, Alabama, and Tampa, Florida leading national rankings. The study — conducted by ADP Research Institute — evaluates college-level hiring rates, affordability-adjusted wages, and cost of living across markets. While Southern metros account for six of the top ten positions, notable exceptions in Columbus, Ohio, and San Jose, California demonstrate that strong hiring conditions can emerge across diverse geographic and economic contexts.
Researchers analyzed ADP payroll data for more than 400,000 U.S. workers in their twenties nationwide. Each metropolitan area was scored across three weighted dimensions: hiring rates for positions typically requiring a college degree, median wages for recent graduates, and affordability relative to the local cost of living. All 53 metros were then ranked by composite percentile score.
| # | Metro Area | Hiring (pctile) | Wages (pctile) | Afford. (pctile) | Year-on-Year |
|---|---|---|---|---|---|
| 1 | Birmingham AL | 96th | 85th | 88th | ↑ Gained |
| 2 | Tampa FL | 100th | 44th | 42nd | ↑ #26 → #2 |
| 3 | San Jose CA | 73rd | 12th | 50th | ↑ #14 → #3 |
| 4 | Columbus OH | 94th | 79th | 83rd | Stable |
| 5 | Raleigh NC | 90th | 83rd | 58th | ↓ #1 → #5 |
Birmingham, Alabama — Birmingham secured the top overall ranking on the strength of its hiring rate (96th percentile) and affordability score (88th percentile). Median annual wages for recent graduates rose more than 16 percent year-on-year to $59,004. The metropolitan area benefits from a substantial bioscience sector anchored by the University of Alabama at Birmingham, alongside demand from automotive and advanced-materials manufacturers. Major employers, including Southern Company and Quanta Power Solutions, have driven sustained demand for engineering talent.
Tampa, Florida — Tampa recorded the highest hiring rate in the study (100th percentile), rising from 26th place to second overall. Healthcare, financial services, and technology sectors have sustained consistent early-career hiring. Average rents declined approximately 4 percent year-on-year as of March — a meaningful shift following a 38 percent increase between 2020 and 2023 — partially restoring the region's relative affordability. Wealth migration from the northeastern United States has contributed to demand for financial services roles.
San Jose, California — The San Jose metropolitan area's ascent from 14th to 3rd place represents one of the more significant year-on-year movements in the rankings. Despite high-profile layoffs at several major technology firms, local employment rose by 3,600 positions in February alone. Artificial intelligence sector expansion is cited as a primary driver of new hiring activity. Average annual earnings in the area are estimated at approximately $200,000 — more than twice the national figure of $86,000 — partially offsetting the region's well-documented cost-of-living challenges.
Columbus, Ohio — Columbus remains the Midwest's leading graduate market, combining strong hiring rates (94th percentile) with comparatively reasonable housing costs. The metropolitan area has attracted significant institutional investment, including a major JPMorgan Chase hub and a recently announced 4,000-job expansion by drone manufacturer Anduril Industries. Advanced manufacturing and healthcare also contribute meaningfully to the entry-level talent pipeline.
Raleigh, North Carolina — Raleigh, which held the top position for the prior two consecutive years, declined to fifth place. The area retains structural advantages through its concentration of research institutions — including the University of North Carolina at Chapel Hill and Duke University — which continue to support hiring in health and life sciences. A decline in federal research funding has, however, tempered hiring momentum in those sectors.
Greatest gains
Greatest declines
The ADP data indicate that what appears to be a nascent recovery in entry-level graduate hiring remains geographically uneven. Companies are reportedly expanding entry-level recruitment in spring 2026 following a period of restraint, though hiring appetite varies substantially by role type, sector, and location.
Six of the ten highest-ranked metropolitan areas are located in the South — a pattern consistent with broader demographic and economic trends in the region, including population growth, business relocation, and infrastructure investment. At the same time, the strong performances of San Jose and Columbus indicate that high wages or strong institutional hiring can compensate, respectively, for elevated costs of living or modest wage levels.
Data: ADP Research Institute. Analysis covers 53 U.S. metropolitan statistical areas. Percentile rankings reflect composite scoring across hiring rate, affordability-adjusted wages, and cost of living. Year-on-year comparisons reference the prior annual study period.