QA Engineer Resume: Beat the AI Screener
QA engineering has shifted from manual testing to automation-heavy roles. ATS systems look for specific test frameworks, CI/CD integration, and quality metrics. A resume that only mentions "testing" without automation tools will score poorly for modern QA roles.
Common ATS Mistakes for This Role
- 1Not listing test automation frameworks: Selenium, Cypress, Playwright, Appium, JUnit, pytest, TestNG — these are primary filters
- 2Missing CI/CD integration experience — modern QA is embedded in pipelines, not a separate phase
- 3Writing "tested software" without specifying: test types (functional, regression, integration, performance, security), coverage metrics, bug detection rates
- 4Omitting API testing tools: Postman, REST Assured, SoapUI, k6/Grafana — API testing is now core to QA roles
- 5Not mentioning programming languages: Python, Java, JavaScript/TypeScript — SDET roles require coding skills
Top Keywords AI Screeners Look For
test automationSeleniumCypressCI/CDregression testingAPI testingperformance testingtest planningbug trackingJiraagile testingcode coverage
Before & After: Bullet Rewrites
1
Wrote and executed test cases for applications
Built test automation framework using Cypress and TypeScript with 1,200+ end-to-end tests, achieving 85% code coverage and reducing regression testing time from 3 days to 4 hours
2
Found and reported bugs
Identified and documented 800+ defects annually across 5 product teams using Jira, including 12 critical security vulnerabilities caught pre-release, maintaining <2% escaped defect rate to production
3
Performed performance testing
Designed performance test suite using k6 and Grafana simulating 10K concurrent users, identifying 5 bottlenecks in checkout flow and verifying fixes that improved p99 response time from 8s to 1.2s
Pro Tip
Modern QA roles are really SDET (Software Development Engineer in Test) roles. If you can code, highlight your programming skills and framework development experience prominently. ATS systems for QA roles increasingly weight automation and coding keywords over manual testing experience.
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