QA Lead

Job Description :

What is expected?

- Design, automate, and execute API test suites (functional, contract, performance, resilience).

- Define LLM evaluation strategies (performance testing, golden sets, guardrails, hallucination/consistency checks, relevance & latency KPIs); build automated eval pipelines tied to releases.

- Create PDLM deliverables : verification plans/protocols, test reports, risk-based coverage, V&V trace matrices to requirements and use cases.

- Integrate test infrastructure with Azure DevOps (CI/CD, test orchestration, quality gates, dashboards); enforce build-time gates for API and LLM quality.

- Partner with Product, Clinical, and R&D to refine requirements and acceptance criteria; ensure summaries render correctly for different user roles and workflows.

What is required from candidate?

- 8+ years in backend/API test automation (REST, JSON, auth), performance testing, and CI/CD.

- Hands-on with Python/TypeScript, Postman/Newman or REST-assured, PyTest/Jest, k6/JMeter, Docker.

- Experience validating ML/LLM systems (eval datasets, metrics, prompt/response testing, safety/guardrails).

- Strong documentation and traceability discipline for regulated product lifecycles (PDLM/QMS).

- Bonus : Azure DevOps pipelines, FHIR/HL7 familiarity, healthcare data privacy/security.

- Bonus : Frontend testing capabilities are preferred, but not part of the PDLM requirements.