15-1252.00

Software Quality Assurance Analysts and Testers

Test software applications and systems for quality and functionality. Write and execute test plans, identify defects, and ensure products meet specifications.

7.2OUT OF 10SAFEHIGH RISK
High Risk

This role faces substantial AI disruption

More at risk than 82% of occupations we track

Frey & Osborne (2013) estimated 36% probability of automation for this role
paper →
82%
of jobs safer
25
jobs riskier than this
+25.2%
projected growth

Disruption Vector

Disruption Type

Software & AI

AI software systems—language models, automation tools, and intelligent algorithms—are the primary vector of disruption for this role.

AI-powered QA platforms (Testim, Mabl, GitHub Copilot for tests) now auto-generate and execute test suites, find regressions, and flag anomalies faster than human testers. The 2024 boom in LLM-driven test generation means routine regression testing is largely automated. Exploratory testing and security edge-case discovery still benefit from human creativity.

Disrupted byGitHub CopilotChatGPT / GPT-4oSalesforce Einstein

Salary & Job Outlook

Median Annual Pay
$99,620
US Bureau of Labor Statistics
10-Year Job Growth
+25.2%
Much faster than average
Education Required
Bachelor's degree
Job Zone 4 / 5

AI Risk Timeline

7.2
8.0
8.7
10.0
Today
5 Years
10 Years
20 Years

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

AI can replicate (0)
AI-resistant (1)
Mixed
Critical Thinking80%
Active Learning75%
Complex Problem Solving78%
Judgment and Decision Making82%
Reading Comprehension72%

Career Pivot Paths

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Software Quality Assurance Analysts and Testers

7.2
/ 10
High Risk
72% automation risk

"You're not cooked yet, but someone's preheating the oven."

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SOFTWARE QUALITY ASSURANCE ANALYSTS AND TESTERS
7.2

/ 10

HIGH RISK

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You're more at risk than a Speech-Language Pathologists (score: 2.5). Maybe it's time to rethink.

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 →