Software Quality Assurance Engineers and Testers
Develop and execute software test plans in order to identify software problems and their causes.
AI Impact Summary
Software Quality Assurance Engineers and Testers faces moderate AI displacement risk with a score of 48/100. This occupation has higher AI displacement risk than 93% of all analyzed occupations. Of 28 analyzed tasks, 10 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
6
AI-Vulnerable
7
AI-Resistant
5
AI-Augmented
AI-Vulnerable
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Programming is a risk area. Consider developing complementary AI-resistant skills to maintain value.
AI-Resistant
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
28 tasks analyzed
Design test plans, scenarios, scripts, or procedures.
Document software defects, using a bug tracking system, and report defects to software developers.
Identify, analyze, and document problems with program function, output, online screen, or content.
Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability.
Participate in product design reviews to provide input on functional requirements, product designs, schedules, or potential problems.
| Task | AI Capability | Risk | Time % |
|---|---|---|---|
| Design test plans, scenarios, scripts, or procedures. | 70 | 55.0% | 8% |
| Document software defects, using a bug tracking system, and report defects to software developers. | 85 | 83.2% | 6% |
| Identify, analyze, and document problems with program function, output, online screen, or content. | 70 | 55.0% | 6% |
| Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability. | 65 | 53.0% | 6% |
| Participate in product design reviews to provide input on functional requirements, product designs, schedules, or potential problems. | 30 | 27.0% | 4% |
Protective Factors
Total protective discount: 21.7%
Essential Soft Skills
Traits that are hard for AI to replicate
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