- Maintain expert knowledge of hospital ranking and benchmarking methodologies (e.g., CMS Star Ratings, Leapfrog, U.S. News).
- Translate methodology technical specifications into analytic models and data requirements.
- Develop and validate AI/ML and rules-based algorithms to detect documentation, coding, and clinical process gaps.
- Apply NLP and LLM-based approaches to mine clinical notes and claims data for actionable insights.
- Build, optimize, and maintain scalable data pipelines and feature stores in Databricks.
- Deploy predictive and generative AI models with focus on governance and HIPAA compliance.
- Serve as a strategic advisor to C-suite and clinical leadership regarding quality strategy and reputational risk.
- Design benchmarking dashboards to track performance against ranking metrics.
PythonSQLArtificial Intelligence+5 more