QA Data Science Engineer
Tasks
- Conduct runtime and performance testing for inference
- Develop QA best practices for ML workflows
- Implement LLM-specific testing including prompt validation and hallucination detection
- Integrate ML tests into CI/CD pipelines
- Monitor logging, metrics, and alerting for ML services
- Perform functional and regression testing of ML pipelines
- Validate data contracts schemas and API compliance
- Validate model behavior using statistical assertions
Perks/Benefits
- N/A
Skills/Tech-stack
Airflow | Dagster | Docker | GitHub Actions | GitLab CI | Grafana | Jenkins | K6 | Kubernetes | Langchain | Langsmith | Locust | NumPy | Pandera | Postman | Prometheus | PyTorch | Pytest | Python | SciPy | VLLM
Education
Roles
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