QA industry insights and original research
First-party surveys of software testers on AI in testing, automation, tools, careers and salaries, with sample sizes, methods and limits on every finding.
Every number comes from responses stored on SoftwareTestPilot. Results describe the people who took part, not the whole QA industry.
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Recent findings and archive
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We publish a report only after a survey has closed with enough valid responses. Until then you will not see any statistics here.
How our research works
- Surveys are answered by signed-in members, once per person, with a clear consent step and privacy notice.
- Each survey says whether answers are anonymous in results or linked to your account for follow-up.
- Reports show the sample size, collection dates, who took part, the exact questions and known limitations.
- Answers with fewer than 10 responses are never shown, and free-text answers are never published word for word.
- Sponsors may be acknowledged but never change the method, the data or our conclusions. Sharing your details with a sponsor needs a separate opt-in.
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