Sword Health - Head of Data
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Requirements
• Skills needed: Designing machine learning models for identifying high-risk members. • Years of experience: Not explicitly stated. • Education: Not explicitly stated. • Certifications: None mentioned. • Must-haves: Own the technical architecture, establish ML ops practices, conduct algorithm performance analysis and ROI tracking, stay current on healthcare data standards and regulatory requirements.
Responsibilities
• 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
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