Computer Systems Analysts vs Software Quality Assurance Analysts and Testers: AI exposure, pay and openings
AI use is higher in software quality assurance analysts and testers work: 52% of tasks (high) against 28% for computer systems analysts (some). Computer Systems Analysts has the higher median pay, $105,850 a year against $104,300, a gap of $1,550.
Share of this job’s tasks that AI is already used for at work, from real usage. It is not a forecast of job loss, and a low number means no use seen yet.
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Side by side
| Measure | Computer Systems Analysts | Software Quality Assurance Analysts and Testers |
|---|---|---|
| Tasks that already see AI use | 28% (Some) | 52% (High) |
| Median pay a year | $105,850 | $104,300 |
Exposure: Anthropic Economic Index, March 2026. Pay, growth and openings: Bureau of Labor Statistics.
The full check for each job
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