Workforce Alignment Degree To Job Match Rates (2026 stats)
TL;DR
This page shows an illustrative “field alignment” index (0–100%) for six broad areas of study—Healthcare through Fine Arts—so readers can compare how tightly each bucket lines up with common employment pathways in our modeled extract. It is not a single published College Scorecard column; it summarizes multiple outcome and composition signals for cross-field context only. Use the chart, table, and downloads together; cite the methodology and vintage when reusing figures.
Key facts
- Highest alignment (illustrative): Healthcare 85% in this aggregate.
- Engineering 72%; Education 65%; Business 58%.
- Liberal Arts 35%; Fine Arts 30%—lower in this simplified index, reflecting more dispersed occupational mappings in the model.
- Underlying build uses College Scorecard 2024 institutional/field release plus ACS 2023 where noted for workforce context.
How to read this page
Here, workforce alignment describes how closely completions and earnings patterns in a broad field family resemble steady, well-covered employment paths in the College Scorecard–based data behind this page—not a license match or a promise of one job title. Programs sit in six high-level categories; each score reflects labor-market concentration and earnings continuity rules and is shown as a percentage so you can compare fields at a glance. Small differences between fields can still hide important trade-offs (where you live, graduate school, who selects into the program); large differences deserve a closer look at specific majors because broad buckets hide campus-level variation.
For program-level debt and earnings, pair this view with debt-to-earnings by major and median earnings five years after graduation. For STEM vs non-STEM outcomes, see STEM vs non-STEM outcomes.
Download the data
The CSV and JSON match the chart and table on this page.
Field alignment by broad area of study
Illustrative index (percent). Higher values indicate stronger alignment between completions patterns and concentrated employment trajectories in this modeled national extract.
Bars use the same values as the table below and the downloadable files.
Values in this release
| Broad field family | Alignment index (%) |
|---|---|
| Healthcare | 85 |
| Engineering | 72 |
| Education | 65 |
| Business | 58 |
| Liberal Arts | 35 |
| Fine Arts | 30 |
Analysis & insights
The spread from 85% (Healthcare) to 30% (Fine Arts) is large enough that readers should treat the ordering as a coarse signal. Healthcare and engineering programs in Scorecard often concentrate into licensed or credential-heavy occupations with measurable earnings tails; fine arts and liberal arts completions disperse across more occupational titles, which lowers the modeled “concentration” score even when individual graduates do well.
Nothing here replaces program-level outcomes. If you are comparing two specific majors, use field-of-study earnings tables in Scorecard or our debt-to-earnings and median earnings pages where we keep finer granularity. When we publish state-by-state workforce cuts, we will link them from this page’s “Related” area.
FAQ
Workforce alignment
What does workforce alignment mean in these datasets?
Indicators compare fields of study to occupational demand proxies using public sources (O*NET, BLS, Scorecard). Alignment is statistical correspondence, not a guarantee of hiring.
Why might degree-to-job match rates differ by metro?
Local industry mix, remote work, and licensure rules matter—national medians smooth away geography.
Using this page
What does this page cover on “Workforce Alignment Degree To Job Match Rates”?
Workforce alignment scores by broad field of study (illustrative index). Compare healthcare, engineering, education, business, liberal arts, and fine arts; download CSV/JSON.
Which sources power the numbers here?
Figures draw on College Scorecard, and Census ACS. Use Data Sources for exact tables, APIs, and methodology notes.
Why might these figures differ from another chart or headline?
If another outlet shows a different total, check whether the cohort (all borrowers vs undergraduates only), academic year, and data source match. Mixing definitions is the most common reason charts appear to conflict.
How often is this page updated?
We refresh when upstream federal releases change and the site rebuild ships new CSV/JSON extracts. The Last updated line points to the latest editorial pass on this HTML.
Data Sources
- College Scorecard - U.S. Department of Education
- Institutional characteristics, costs, completion rates, and enrollment data
- Data year: 2024
- Source: collegescorecard.ed.gov
- Census ACS - U.S. Census Bureau
- Demographic and workforce data
- Data year: 2023
- Source: census.gov