Mostly Resilient
Last Update: 8/30/2026
AI Resilience Score for Software QA Analyst/Tester:
51.0%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Low
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
High
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Most data sources align, with only minor variation. This is a well-supported result.
AI Resilience Report forSoftware Quality Assurance Analysts and Testers
$104,300 median salary•10,700 annual openings•SOC Code: 15-1253.00
Software Quality Assurance Analysts and Testers are somewhat more resilient to AI impacts than most occupations, according to our analysis of 8 sources.
Software QA testing is labeled "Mostly Resilient" because while AI is quickly taking over the repetitive, routine parts of the job (like writing test scripts and logging bugs), the deeper work of judging whether software is truly ready for real users still requires a human. Companies in regulated industries, and those doing beta releases, are keeping people in the loop because AI tools can miss edge cases and create legal or safety risks.
Learn more about how you can thrive in this position
This role is mostly resilient
Software QA testing is labeled "Mostly Resilient" because while AI is quickly taking over the repetitive, routine parts of the job (like writing test scripts and logging bugs), the deeper work of judging whether software is truly ready for real users still requires a human. Companies in regulated industries, and those doing beta releases, are keeping people in the loop because AI tools can miss edge cases and create legal or safety risks.
Read full analysisAnalysis of current AI resilience
Software QA Analyst/Tester
Updated quarterly
How can Software QA Analyst/Tester prepare for AI?
Latest AI news for Software QA Analyst/Tester
These articles highlight the evolving role of Software Quality Assurance Analysts and Testers in an AI-driven landscape. For instance, "AI Is About To Reshape Millions Of Software QA Jobs" emphasizes that AI can enhance testing efficiency, allowing testers to focus on more complex issues. Similarly, "How AI is Transforming Quality Assurance in Software" shows how AI tools streamline QA processes, making them smarter and faster. By understanding these changes, students can position themselves as resilient professionals, ready to leverage AI advancements in their careers.
How AI is Transforming Quality Assurance in Software ...
www.linkedin.com • 9/20/2026
Once dominated by manual, time-intensive processes, QA is now smarter, faster, and more proactive, thanks to AI. By leveraging intelligent ... Read more
10 High-Paying and Growing Jobs With Very High Exposure to AI
www.businessinsider.com • 9/6/2026
How software developers work has already been transformed by the AI revolution, and they're not the only ones.
Despite AI hype, Google’s data shows workers aren’t automating themselves away
arstechnica.com • 8/20/2026
Analysis of 15 million real AI interactions finds most tasks at most jobs are unaffected.
How to Become a QA Automation Tester
www.coursera.org • 1/31/2026
Discover what QA automation testing is, how it fits into software development, and how to start a career as a QA automation tester.
AI Is About To Reshape Millions Of Software QA Jobs
www.forbes.com • 10/6/2025
AI has already transformed software development. QA and customer service are now the frontiers, and they may yield the most measurable...
More Career Info
Career: Software Quality Assurance Analysts and Testers
They ensure software works correctly by checking for problems, testing features, and making sure everything runs smoothly before it’s released to users.
Parent Careers
Similar Careers
Employment & Wage Data
Median Wage
$104,300
Jobs (2025)
187,600
Growth (2025-35)
+5.7%
Annual Openings
10,700
Education
Bachelor's degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Visit beta testing sites to evaluate software performance.
2
Participate in product design reviews to provide input on functional requirements, product designs, schedules, or potential problems.
3
Coordinate user or third-party testing.
4
Collaborate with field staff or customers to evaluate or diagnose problems and recommend possible solutions.
5
Develop or specify standards, methods, or procedures to determine product quality or release readiness.
6
Recommend purchase of equipment to control dust, temperature, or humidity in area of system installation.
7
Provide feedback and recommendations to developers on software usability and functionality.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.
