Skill Durability: Trade Credentials vs 4-Year Degrees (2026 stats)
TL;DR
Trade certificate earnings grow about as fast as bachelor's earnings in the first five years: up 32.8% ($35,905 to $47,664) versus 34.1% for bachelor's degrees ($46,489 to $62,344), and trade associate degrees rise 38.7%, in EDsmart Data's analysis of College Scorecard. Trade jobs are also far less exposed to AI: occupations that require a postsecondary certificate score 32.7% on our AI exposure scale, versus 80.2% for bachelor's-level jobs.
Key Facts
- Trade certificate earnings growth, year 1→5: +32.8%
- Bachelor's earnings growth, year 1→5: +34.1%
- AI exposure, certificate-level jobs: 32.7%
- AI exposure, bachelor's-level jobs: 80.2%
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Earnings trajectory: trade credentials vs bachelor's degrees, years 1–5
Similar growth, but a bigger dollar gap
Our analysis finds the bachelor's premium over a trade certificate widens from $10,584 in year one to $14,680 by year five, because bachelor's graduates start from a higher base.
Each point is a separate graduate cohort's median, not the same students followed over time.
Earnings growth from year 1 to year 5 by field
Durability depends on the field
Visual and performing arts (bachelor's) grows fastest (67.7%), from one of the lowest starting salaries ($25,359); Transportation (trade) grows slowest (3.3%).
Red bars are trade certificate and associate programs; navy bars are bachelor's programs.
AI exposure score by education required for the job
Hands-on jobs are the most insulated
In our analysis, jobs that need a certificate or no degree lean on physical, repair, and care tasks that current AI tools do not perform, while bachelor's-level jobs are built around information processing.
EDsmart Data task-based AI exposure score (0–100%) from O*NET work activities, weighted by 2025 BLS employment.
Skill durability by field: earnings growth and employment, trades vs bachelor's
| Field | Year-1 earnings | Year-5 earnings | Growth, year 1 → 5 | Working, year 1 | Working, year 5 | Programs |
|---|---|---|---|---|---|---|
| Trade certificates | $35,905 | $47,664 | +32.8% | 93.3% | 91.0% | 1,191 |
| Trade associate degrees | $39,458 | $54,733 | +38.7% | 95.6% | 93.1% | 364 |
| All bachelor's degrees | $46,489 | $62,344 | +34.1% | 95.7% | 94.5% | 25,296 |
| Visual and performing arts (bachelor's) | $25,359 | $42,521 | +67.7% | 93.0% | 92.4% | 1,502 |
| Psychology (bachelor's) | $32,276 | $51,142 | +58.5% | 92.7% | 92.3% | 1,088 |
| Precision production (welding, machining) (trade) | $31,821 | $42,714 | +34.2% | 93.3% | 89.7% | 355 |
| Mechanic and repair (trade) | $35,970 | $47,664 | +32.5% | 93.7% | 91.0% | 801 |
| Computer science (bachelor's) | $66,209 | $87,437 | +32.1% | 94.6% | 94.0% | 1,211 |
| Liberal arts (bachelor's) | $37,742 | $49,421 | +30.9% | 92.4% | 90.8% | 435 |
| Engineering (bachelor's) | $72,690 | $93,818 | +29.1% | 96.5% | 96.5% | 1,758 |
| Construction trades (trade) | $36,261 | $46,523 | +28.3% | 92.9% | 90.5% | 294 |
| Business (bachelor's) | $52,710 | $64,203 | +21.8% | 95.0% | 93.5% | 4,154 |
| Education (bachelor's) | $41,780 | $47,441 | +13.5% | 98.1% | 94.7% | 1,322 |
| Health professions (bachelor's) | $77,965 | $86,645 | +11.1% | 98.6% | 96.8% | 2,393 |
| Transportation (trade) | $46,909 | $48,456 | +3.3% | 91.5% | 87.6% | 105 |
Projected job growth and AI exposure by typical entry-level education
| Typical education for entry | Projected growth 2025–35 | AI exposure score | Occupations |
|---|---|---|---|
| No formal educational credential | +2.2% | 23.5% | 95 |
| High school diploma or equivalent | +0.5% | 47.7% | 292 |
| Postsecondary nondegree award | +5.6% | 32.7% | 47 |
| Associate's degree | +4.9% | 55.2% | 43 |
| Bachelor's degree | +5.6% | 80.2% | 155 |
| Master's degree | +10.1% | 77.8% | 37 |
| Doctoral or professional degree | +6.7% | 76.5% | 65 |
What the data shows
Skill durability has two sides. On pay, trade certificates hold their value about as fast as bachelor's degrees in percentage terms, but bachelor's graduates start higher, so the dollar gap grows from $10,584 to $14,680. On risk, trade jobs look sturdier, because physical and hands-on work is the least exposed to today's AI tools.
The field matters more than the credential type. Visual and performing arts (bachelor's) grows fastest in percentage terms because it starts low, while the highest-starting fields, Health professions (bachelor's) and Engineering (bachelor's), grow more slowly but stay far ahead in dollars.
Methodology
Program figures come from the College Scorecard field-of-study file: one record per institution × 4-digit CIP code × credential level. Earnings are median annual earnings of federal-aid recipients who completed the program and were working and not enrolled, measured 1, 4, and 5 years after completion (in the dollar year of the Scorecard release). Debt is the median federal loan balance (Stafford and Grad PLUS) at completion; private loans and Parent PLUS are excluded. Programs with too few graduates are suppressed by the Department of Education and drop out of each column.
When we summarize many programs, we take the median across programs weighted by the number of graduates in each program's earnings (or debt) cohort, so large programs count more than tiny ones.
Trades are certificate and associate programs in CIP families 46–49 (construction, mechanic and repair, precision production, transportation). Growth compares the year-1 and year-5 medians, which come from different graduating cohorts.
The AI exposure score is EDsmart Data's task-based index. For each occupation we take the average O*NET importance rating of information and computer activities (getting, processing, analyzing, documenting, and interpreting information; working with computers; administrative work) minus the average importance of physical, repair, equipment, and hands-on care activities, then convert that difference to a percentile rank across all occupations (a 0–1 value displayed ×100 as a percentage). A higher score means more of the job is the kind of work current AI tools can assist with or perform; it is not a forecast of job losses.
Projected growth and typical entry-level education come from BLS Employment Projections 2025–35 (Table 1.2).
Frequently asked questions
Do trade skills or college degrees last longer?
In the first five years, trade certificate earnings grow about as fast as bachelor's earnings (32.8% vs 34.1%), and trade jobs score much lower on AI exposure (32.7% vs 80.2%). Bachelor's graduates still earn more in dollars at every point we measure.
Do trade school graduates earn more at first?
Trade certificate graduates earn $35,905 in year one versus $46,489 for bachelor's graduates, but they finish years sooner and with less debt.
Which trade has the best earnings growth?
Among trades, Precision production (welding, machining) (trade) shows the fastest growth from year one to year five in our analysis.
Are trade jobs safe from AI?
Jobs built on physical work, repair, and hands-on care score lowest on our AI exposure index. That does not make them immune to automation, but current generative AI tools mostly affect information and computer tasks.
Data sources
- U.S. Department of Education, College Scorecard institution and field-of-study files (latest release in our extract)
- U.S. Bureau of Labor Statistics, Employment Projections 2025–35 (occupational employment, openings, wages, and typical entry-level education)
- National Center for O*NET Development, O*NET 28.0 database (Work Activities importance ratings)