AI & Data Scientist (Remote)
Core
Build production-grade AI/ML models and NLP/GenAI tools to enhance risk score accuracy, clinical documentation review, and quality analytics for Medicare Advantage patients.
Role type
Senior IC data scientist (healthcare compliance & ML)
Builds
Autonomous chart review systems, disease detection models, compliance forecasting tools, and quality analytics features for the AVA clinical intelligence platform.
Domain
Healthcare (Medicare Advantage) + Machine Learning / NLP / GenAI
Deliverable
production ML models
Required skills
Python, SQL, Databricks (Spark, Delta Lake), MLflow, Unity Catalog, Git, CI/CD, Docker, REST/GraphQL APIs, NLP/LLM, Vision (OCR, NER, embeddings), tree ensembles, boosting, deep learning
Preferred skills
Healthcare domain knowledge, CMS/Medicare Advantage operations, NoSQL, performance optimization, open-source contributions
Technologies
Databricks, MLflow, Unity Catalog, Docker, Git, CI/CD, Python, SQL, Spark, Delta Lake, OCR, NER, LLMs
Responsibilities
Translate ambiguous healthcare problems into AI/ML models; partner with Product, Engineering, and Clinical leaders to embed data science into claims processing and risk adjustment workflows; deliver clinical intelligence features like autonomous chart review and compliance forecasting; build AI/NLP/LLM models for document understanding; create automated QA models to reduce manual review and surface audit risks; champion engineering excellence through code reviews and documentation; monitor model lifecycle including drift detection and post-deployment reviews.
Seniority
Mid-Senior, hands-on IC