Software Quality Assurance Analysts and Testers
of tasks in the Software Quality Assurance Analysts and Testers role are ones AI can already do, per AI experts.
From a Stanford study where AI experts and software quality assurance analysts and testers workers rated each real task (O*NET). Not a guess from the job title.
Key statistics
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- AI can already do 65% of the 17 work tasks in the Software Quality Assurance Analysts and Testers role, according to AI experts in the Stanford WORKBank study (O*NET SOC 15-1253.00).
- Workers in the Software Quality Assurance Analysts and Testers role want about 88% of their tasks automated (Stanford WORKBank, 1,500 U.S. workers).
- 9 of 17 Software Quality Assurance Analysts and Testers tasks are Automation Green Light, wanted by workers and do-able by AI, that is 53% of the role (Stanford WORKBank).
- The typical Software Quality Assurance Analysts and Testers task scores 3.24/5 for worker desire to automate and 3.82/5 for AI capability today (Stanford WORKBank, 1-5 scale).
- The Software Quality Assurance Analysts and Testers role (O*NET SOC 15-1253.00) has a median U.S. wage of $110,260 and about 199,800 people employed (U.S. O*NET / BLS).
Top tasks to automate
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- Document test procedures to ensure replicability and compliance with standards.
- Conduct software compatibility tests with programs, hardware, operating systems, or network environments.
- Create or maintain databases of known test defects.
- Update automated test scripts to ensure currency.
- Monitor bug resolution efforts and track successes.
- Monitor program performance to ensure efficient and problem-free operations.
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What workers told Stanford
Of the 17 tasks studied for Software Quality Assurance Analysts and Testers, 9 (53%) are in the Automation Green Light zone, AI can largely do them and workers want it. Across all tasks, workers want about 88% automated. The typical task scores 3.24/5 for worker desire and 3.82/5 for AI capability.
All 17 tasks, most-wanted first
Monitor bug resolution efforts and track successes.
Green Lightwant 4 · AI 4Design test plans, scenarios, scripts, or procedures.
R&D Opportunitywant 3.83 · AI 3.33Monitor program performance to ensure efficient and problem-free operations.
Green Lightwant 3.75 · AI 3.5Update automated test scripts to ensure currency.
Green Lightwant 3.67 · AI 4.5Install, maintain, or use software testing programs.
R&D Opportunitywant 3.5 · AI 3Document test procedures to ensure replicability and compliance with standards.
Green Lightwant 3.4 · AI 5Conduct software compatibility tests with programs, hardware, operating systems, or network environments.
Green Lightwant 3.25 · AI 5Create or maintain databases of known test defects.
Green Lightwant 3.25 · AI 5Test system modifications to prepare for implementation.
Green Lightwant 3.25 · AI 3.67Develop or specify standards, methods, or procedures to determine product quality or release readiness.
R&D Opportunitywant 3.17 · AI 3Plan test schedules or strategies in accordance with project scope or delivery dates.
Green Lightwant 3 · AI 4Identify program deviance from standards, and suggest modifications to ensure compliance.
Green Lightwant 3 · AI 3.5Identify, analyze, and document problems with program function, output, online screen, or content.
R&D Opportunitywant 3 · AI 3Provide feedback and recommendations to developers on software usability and functionality.
R&D Opportunitywant 3 · AI 3Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability.
R&D Opportunitywant 3 · AI 3Document software defects, using a bug tracking system, and report defects to software developers.
Red Lightwant 2.67 · AI 4Review software documentation to ensure technical accuracy, compliance, or completeness, or to mitigate risks.
Red Lightwant 2.33 · AI 4.5
Related occupations
Other Computer and Mathematical roles in the Stanford WORKBank study, closest AI-capability share first.
- StatisticiansAI can do 67% of tasks today · workers want 83% automated
- Computer User Support SpecialistsAI can do 71% of tasks today · workers want 43% automated
- Computer ProgrammersAI can do 73% of tasks today · workers want 55% automated
- Computer Network Support SpecialistsAI can do 56% of tasks today · workers want 33% automated
- Network and Computer Systems AdministratorsAI can do 50% of tasks today · workers want 100% automated
- BiostatisticiansAI can do 80% of tasks today · workers want 40% automated
Lower-automation alternatives
Less of these jobs is automatable today: AI experts rate a smaller share of their tasks as doable than the 65% for Software Quality Assurance Analysts and Testers (Stanford WORKBank).