Required Qualifications
- 3-5 years in Python backend with at least one production LLM integration
- Experience building data extraction or NLP pipelines from unstructured documents
- Clinical, life sciences, or regulated domain experience is a solid advantage
- Ability to define and measure extraction quality — not just build the pipeline but validate it