North AmericaFull TimeSoftware Development
Remotely
pythonllmnlpdatadatabrickspysparkdelta lakemlflowunity catalog
Job Description
📋 Description
- Maintain expert-level knowledge of major hospital ranking, rating, and benchmarking methodologies
- Translate risk-adjustment models, attribution logic, inclusion and exclusion criteria
- Design, build, validate, and productionize AI/ML and rules-based algorithms that identify
- Develop models that detect variation in clinical processes, including core measure compliance
- Apply NLP and LLM techniques to clinical notes, structured EHR information, coded claims, and other
- Build, optimize, and maintain scalable Databricks data pipelines and feature stores using Delta
🎯 Requirements
- Clinical licensure or credentialing such as RN, MD/DO, PharmD, or equivalent, or a graduate degree
- 10+ years of experience in clinical informatics, clinical quality, CDI, population health
- At least 5 years building data pipelines and/or ML models in Databricks, with Spark, Delta Lake
- Demonstrated experience applying AI/ML, including NLP and LLM techniques, to clinical or claims
- Deep knowledge of ICD-10-CM/PCS coding and risk-adjustment methodologies (APR-DRG, MS-DRG, HCC/RAF)
- Excellent communication and presentation skills to translate technical, statistical, and clinical
🎁 Benefits
- Base salary range of $157,250–$212,750, with final compensation based on geography and experience.
- Equity package.
- Annual bonus opportunities.
- Medical, dental, and vision insurance.
- Flexible Spending Accounts (FSA) and Health Savings Accounts (HSA).
- Company-paid life insurance.