You have built test frameworks that caught regressions before release, designed test plans that covered edge cases the product team missed, and maintained quality standards that kept defect escape rates near zero. But the first system reviewing your resume does not see any of that — it checks keyword presence.
QA job postings separate candidates sharply at the automation framework level. A posting built around Playwright will score a Selenium resume significantly lower, even if the underlying test design capability is identical. The tool name is the ATS filter — not the skill behind it.
Automation tools are independent keyword searches: Selenium, Cypress, Playwright, Appium, TestNG, JUnit, pytest, Robot Framework, Cucumber, and RestAssured are each separate ATS filters. A QA resume that lists only "automated testing experience" matches none of them.
Programming language context matters too: Java + Selenium/TestNG is a specific stack; JavaScript/TypeScript + Cypress/Playwright is another; Python + pytest is a third. Name the combination you work in — ATS systems at many companies are configured to filter for specific language-framework pairs.
Are your automation frameworks and testing tools named individually?
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Beyond tools, testing methodology vocabulary is frequently filtered: TDD (test-driven development), BDD (behaviour-driven development), regression testing, smoke testing, integration testing, end-to-end testing (E2E), API testing, performance testing, load testing. Use the terms from the posting — TDD and BDD are not synonyms to an ATS.
Defect management and CI/CD vocabulary also appears in QA postings: Jira, Zephyr, TestRail, Xray, defect triage, shift-left testing, continuous testing. Many QA roles now require understanding of GitHub Actions or Jenkins pipeline integration — if you have it, name it.
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QA is a precision discipline, and a resume that uses vague category language to describe precise technical skills fails the first filter. Name every framework, every methodology, every defect tool. The match score reflects what the ATS can find — not what you know.
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The most common reason is automation framework category language. "Automated testing experience" scores zero against Selenium, Cypress, or Playwright — each is a separate ATS keyword that must appear by its exact name.
Yes, if you have used both. They target different stacks and separate job postings filter for each. List every automation framework you have used — each is an independent keyword hit.
BDD (behaviour-driven development) refers to writing tests in human-readable format — typically using Cucumber with Given/When/Then syntax. It is a separate ATS keyword from TDD. If you have used both, list both explicitly.
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