15-1253.00
Software Quality Assurance Analysts and Testers
Develop and execute software tests to identify software problems and their causes. Test system modifications to prepare for implementation. Document software and application defects using a bug tracking system and report defects to software or web developers. Create and maintain databases of known defects. May participate in software design reviews to provide input on functional requirements, operational characteristics, product designs, and schedules.
AI will start nibbling at this role
Safer than 37% of occupations we track
Disruption Vector
Software & AI
AI software systems—language models, automation tools, and intelligent algorithms—are the primary vector of disruption for this role.
Software QA analysts and testers face direct disruption from AI testing tools like Testim, Mabl, and GitHub Copilot's test-generation features, which can automatically write test cases, identify regression paths, and execute test suites faster than manual testers. Exploratory testing, security penetration testing, and user-acceptance coordination still benefit from human judgment. By 2026, the QA workforce is expected to shift toward test architects and automation engineers while manual testing roles decline significantly.
Salary & Job Outlook
AI Risk Timeline
Projection model: Based on current AI capability growth rates. High-risk occupations are projected to see compounding automation pressure, while human-centric roles show slower risk accumulation. These are statistical projections, not guarantees.
Skills Analysis — AI Vulnerability
Career Pivot Paths
If you're a Software Quality Assurance Analysts and Testers, consider pivoting toward these lower-risk roles:
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Software Quality Assurance Analysts and Testers
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You're safer than a Barbers but riskier than a Aerospace Engineers.
This analysis is for informational purposes only and is based on statistical models and academic research. It does not constitute career advice and is not a guarantee of future employment outcomes. AI impact varies significantly by employer, region, and individual circumstances. Learn about our methodology →