• Design, build, and refine machine learning models that identify members at high risk for costly MSK interventions using claims, EMR, and enriched external data.
• Own the technical architecture for Predict's data pipelines, ensuring reliable ingestion, transformation, and delivery of healthcare data at scale.
• Establish and maintain ML ops practices—model versioning, monitoring, retraining pipelines, and performance tracking.
• Conduct rigorous analysis of algorithm performance, cost curve impact, and ROI delivered to clients.
• Stay current on healthcare data standards, regulatory requirements, and industry best practices.
• Manage, mentor, and grow a team of data scientists