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Computer & Math

Software QA & Testers

SOC 15-1253

Hunt for defects in software before users do, by hand and with automated tests.

The job
Median pay
$104k
$80k to $133k typical range
Outlook, 2025 to 2035
Growing fast
+5.7% projected
Openings a year
11k
BLS projection
Typical education
Bachelor's
Our model
AI displacement risk
Very high
How much of this job AI may do instead of the person
Works with AI
4/100
AI alongside the person rather than instead of them
AI exposure
99th pct
More exposed than 99% of occupations · modeled estimate · 93rd pct in Microsoft's data
Future-proof
43/100

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.

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Key skills

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.

StateJobsPer 1,000vs nationalMedian pay
California27,7101.51.3×$129k
Texas19,5901.41.2×$102k
New York10,4601.10.9×$121k
Florida10,3201.00.9×$100k
Virginia10,1602.52.1×$122k
North Carolina8,8901.81.5×$100k
Washington7,9702.21.9×$128k
Georgia7,1101.51.2×$103k
Massachusetts6,6401.81.5×$122k
New Jersey6,5501.51.3×$119k
All 50 states and DC
StateJobsPer 1,000vs nationalMedian pay
Illinois6,5301.10.9×$105k
Maryland5,8802.11.8×$111k
Colorado5,1101.81.5×$124k
Pennsylvania4,5300.70.6×$93k
Ohio4,4000.80.7×$98k
Arizona3,8901.21.0×$101k
Wisconsin3,8001.31.1×$89k
Michigan3,4800.80.7×$99k
Missouri2,9301.00.8×$86k
Minnesota2,6300.90.7×$102k
Utah2,6001.51.3×$82k
Oregon1,8400.90.8×$108k
Alabama1,7600.80.7×$102k
South Carolina1,7400.80.6×$98k
Oklahoma1,6200.90.8×$78k
Indiana1,6100.50.4×$87k
Tennessee1,5300.50.4×$91k
Nevada1,2700.80.7×$89k (estimated)
Nebraska1,2401.21.0×$98k
Connecticut1,1600.70.6×$98k
Kansas1,1400.80.7×$94k
Iowa1,0000.60.5×$89k
Arkansas991 (estimated)0.8 (estimated)0.6× (estimated)$81k (estimated)
Kentucky8900.40.4×$79k
New Hampshire7701.10.9×$107k
Washington DC7601.10.9×$103k
Idaho5600.70.5×$86k (estimated)
Delaware5201.10.9×$106k
Louisiana4500.20.2×$67k
New Mexico4500.50.4×$117k
Hawaii434 (estimated)0.7 (estimated)0.6× (estimated)$103k
Rhode Island4000.80.7×$102k
Maine3900.60.5×$86k
West Virginia3900.60.5×$62k
Mississippi3500.30.3×$80k
South Dakota2200.50.4×$68k
North Dakota2000.50.4×$84k
Alaska195 (estimated)0.6 (estimated)0.5× (estimated)$88k (estimated)
Vermont1700.60.5×$77k
Wyoming157 (estimated)0.6 (estimated)0.5× (estimated)$81k (estimated)
Montana1500.30.2×$104k

Top metro areas

  1. New York-Newark-Jersey City, NY-NJ11,460 jobs · $131k median
  2. Dallas-Fort Worth-Arlington, TX8,840 jobs · $103k median
  3. Washington-Arlington-Alexandria, DC-VA-MD-WV8,460 jobs · $126k median
  4. Los Angeles-Long Beach-Anaheim, CA7,200 jobs · $122k median
  5. Seattle-Tacoma-Bellevue, WA6,650 jobs · $130k median
  6. San Jose-Sunnyvale-Santa Clara, CA6,480 jobs · $167k median
  7. Boston-Cambridge-Newton, MA-NH6,050 jobs · $122k median
  8. San Francisco-Oakland-Fremont, CA5,880 jobs · $135k median

Where this ranks

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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.