Software QA & Testers
Hunt for defects in software before users do, by hand and with automated tests.
At a glance
The AI read on Software QA & Testers: 99th percentile exposure, very high displacement risk, 4/100 working with AI, tilting toward AI replacing tasks. BLS projects employment to grow 5.7% from 2025 to 2035, 2.0 points above typical growth across the occupations we cover. Roughly 10,700 positions open up annually for Software QA & Testers, counting growth and replacement. The usual way in is a bachelor's degree. At $104,300 a year, median pay runs 55% above the typical occupation we cover, but in line with the Computer & Math median. Set against Computer Programmers (-7.3%), the +5.7% projection here is 13 points higher.
Similar pay in Computer & Math
Key skills
- Reading Comprehension
- Active Listening
- Speaking
- Critical Thinking
- Writing
- Monitoring
Pay and jobs by state
BLS OEWS May 2025, 50 states and DC. Sorted by jobs; per 1,000 is jobs per thousand workers in the state; vs national compares that rate with the country's. A tilde marks a figure estimated from the parent occupation group where BLS publishes none.
| State | Jobs | Per 1,000 | vs national | Median pay |
|---|---|---|---|---|
| California | 27,710 | 1.5 | 1.3× | $129k |
| Texas | 19,590 | 1.4 | 1.2× | $102k |
| New York | 10,460 | 1.1 | 0.9× | $121k |
| Florida | 10,320 | 1.0 | 0.9× | $100k |
| Virginia | 10,160 | 2.5 | 2.1× | $122k |
| North Carolina | 8,890 | 1.8 | 1.5× | $100k |
| Washington | 7,970 | 2.2 | 1.9× | $128k |
| Georgia | 7,110 | 1.5 | 1.2× | $103k |
| Massachusetts | 6,640 | 1.8 | 1.5× | $122k |
| New Jersey | 6,550 | 1.5 | 1.3× | $119k |
All 50 states and DC
| State | Jobs | Per 1,000 | vs national | Median pay |
|---|---|---|---|---|
| Illinois | 6,530 | 1.1 | 0.9× | $105k |
| Maryland | 5,880 | 2.1 | 1.8× | $111k |
| Colorado | 5,110 | 1.8 | 1.5× | $124k |
| Pennsylvania | 4,530 | 0.7 | 0.6× | $93k |
| Ohio | 4,400 | 0.8 | 0.7× | $98k |
| Arizona | 3,890 | 1.2 | 1.0× | $101k |
| Wisconsin | 3,800 | 1.3 | 1.1× | $89k |
| Michigan | 3,480 | 0.8 | 0.7× | $99k |
| Missouri | 2,930 | 1.0 | 0.8× | $86k |
| Minnesota | 2,630 | 0.9 | 0.7× | $102k |
| Utah | 2,600 | 1.5 | 1.3× | $82k |
| Oregon | 1,840 | 0.9 | 0.8× | $108k |
| Alabama | 1,760 | 0.8 | 0.7× | $102k |
| South Carolina | 1,740 | 0.8 | 0.6× | $98k |
| Oklahoma | 1,620 | 0.9 | 0.8× | $78k |
| Indiana | 1,610 | 0.5 | 0.4× | $87k |
| Tennessee | 1,530 | 0.5 | 0.4× | $91k |
| Nevada | 1,270 | 0.8 | 0.7× | $89k (estimated) |
| Nebraska | 1,240 | 1.2 | 1.0× | $98k |
| Connecticut | 1,160 | 0.7 | 0.6× | $98k |
| Kansas | 1,140 | 0.8 | 0.7× | $94k |
| Iowa | 1,000 | 0.6 | 0.5× | $89k |
| Arkansas | 991 (estimated) | 0.8 (estimated) | 0.6× (estimated) | $81k (estimated) |
| Kentucky | 890 | 0.4 | 0.4× | $79k |
| New Hampshire | 770 | 1.1 | 0.9× | $107k |
| Washington DC | 760 | 1.1 | 0.9× | $103k |
| Idaho | 560 | 0.7 | 0.5× | $86k (estimated) |
| Delaware | 520 | 1.1 | 0.9× | $106k |
| Louisiana | 450 | 0.2 | 0.2× | $67k |
| New Mexico | 450 | 0.5 | 0.4× | $117k |
| Hawaii | 434 (estimated) | 0.7 (estimated) | 0.6× (estimated) | $103k |
| Rhode Island | 400 | 0.8 | 0.7× | $102k |
| Maine | 390 | 0.6 | 0.5× | $86k |
| West Virginia | 390 | 0.6 | 0.5× | $62k |
| Mississippi | 350 | 0.3 | 0.3× | $80k |
| South Dakota | 220 | 0.5 | 0.4× | $68k |
| North Dakota | 200 | 0.5 | 0.4× | $84k |
| Alaska | 195 (estimated) | 0.6 (estimated) | 0.5× (estimated) | $88k (estimated) |
| Vermont | 170 | 0.6 | 0.5× | $77k |
| Wyoming | 157 (estimated) | 0.6 (estimated) | 0.5× (estimated) | $81k (estimated) |
| Montana | 150 | 0.3 | 0.2× | $104k |
Top metro areas
- New York-Newark-Jersey City, NY-NJ11,460 jobs · $131k median
- Dallas-Fort Worth-Arlington, TX8,840 jobs · $103k median
- Washington-Arlington-Alexandria, DC-VA-MD-WV8,460 jobs · $126k median
- Los Angeles-Long Beach-Anaheim, CA7,200 jobs · $122k median
- Seattle-Tacoma-Bellevue, WA6,650 jobs · $130k median
- San Jose-Sunnyvale-Santa Clara, CA6,480 jobs · $167k median
- Boston-Cambridge-Newton, MA-NH6,050 jobs · $122k median
- San Francisco-Oakland-Fremont, CA5,880 jobs · $135k median
Where this ranks
Explore Software QA & Testers interactively →Pay and outlook from BLS (OEWS 2025, Employment Projections 2025-2035). Skills and work activities from O*NET 30.3. AI exposure and future-proof scores are modeled estimates. How these numbers are made.