Quality Engineer
POSITION SUMMARY We are hiring a Quality Engineer to help shape how quality is engineered in an AI-driven development environment. Quality Engineers at Wellspring operate with a high degree of autonomy and technical ownership, with meaningful cross-team influence. This role is ideal for an engineer who wants to remain hands-on, technically deep, and influential in shaping modern, AI-driven quality practices.
What You'll Do
Automated Quality Engineering Design, implement, and maintain automated test suites using Playwright Develop and maintain performance and load tests using JMeter Create reusable test utilities, data strategies, and scalable testing patterns Build and curate the shared foundation that AI-assisted authoring depends on so generated tests come out consistent Keep the suite healthy as authoring volume increases AI-Driven Quality Practices Use AI-assisted tools to generate, refine, and maintain test cases, and test data Direct coding agents through the full authoring loop providing context and reviewing output Review generated tests with a critical eye for the ways they fail quietly Use AI to find coverage gaps and propose edge cases, then apply your own judgment about which ones carry real risk Use AI-assisted triage as a first pass on failures, separating likely regressions from flakes Apply self-healing and auto-repair tooling deliberately, with guardrails, recognizing that a test which silently repairs itself can mask a genuine product regression Apply risk-based testing to focus effort on business-critical and defect-prone areas Validate AI-enabled product behavior for correctness, reliability, and unintended outcomes Feed recurring defect and failure patterns back into shared context and conventions so the same class of miss does not recur CI/CD & Engineering Integration Integrate automated tests into GitHub Actions–based CI/CD pipelines Partner with Engineering and DevOps to improve pipeline quality gates Manage test scope and execution sequencing to balance coverage, risk, and feedback time Write tests and failure output that are legible to agents as well as engineers Ensure quality gates hold as change volume increases, so higher delivery throughput does not quietly become higher-confidence mistakes Quality Leadership & Collaboration Collaborate with Product, Engineering, and Architecture to clarify requirements and identify quality risks early Propose and drive solutions to technical and testing challenges with cross-functional partners Help establish team standards for AI-driven test authoring Document and communicate testing strategies, tradeoffs, and outcomes
What We're Looking For
Required Experience & Skills Experience as a Quality Engineer, SDET, or Test Automation Engineer on production systems Strong hands-on experience with Playwright (UI and API testing) Experience with performance and load testing using JMeter or similar tools Solid programming skills in TypeScript/JavaScript, C#, Java, or Python Experience integrating automated tests into CI/CD pipelines, preferably GitHub Actions Working knowledge of modern architectures, including web applications, APIs, and cloud-based systems Demonstrated, sustained daily use of at least one modern AI-assisted development tool Ability to critically review AI-generated tests and code — identifying shallow coverage, incorrect assumptions, and plausible-looking output that does not hold up Ways You'll Stand Out Experience testing AI-enabled or data-driven systems Experience designing automation frameworks or shared testing infrastructure Familiarity with observability, monitoring, or quality metrics beyond pass/fail testing Experience building evaluation harnesses or test strategies for non-deterministic systems Experience structuring context for AI tooling — prompt design, retrieval, or packaging codebase and domain knowledge for code and test generation A point of view on where AI-assisted testing genuinely helps