Senior Data Engineer
Core
Building and maintaining high-throughput data pipelines that ingest, transform, and normalize clinical data from external EHR systems and hospital databases to power predictive models for patient care.
Role type
Senior Data Engineer (Healthcare AI)
Builds
Real-time data pipelines, data warehouse schemas, and integrations connecting EHRs, care-coordination, and billing workflows.
Domain
Healthcare / Clinical Data Engineering
Deliverable
production ML models | infrastructure
Required skills
Python, SQL, AWS, Snowflake, MySQL, data pipeline architecture, data validation, schema design, performance tuning, HIPAA compliance, PHI handling
Preferred skills
EHR integrations (PointClickCare, Epic, WellSky), HL7 v2, FHIR, CDC log shipping, supporting ML teams, open source systems expertise
Responsibilities
Design and build pipelines ingesting data from external EHR systems and hospital databases; Transform, validate, and normalize clinical data (ADT, conditions, medications, notes, vitals); Manage Snowflake and MySQL schemas for real-time and downstream ML needs; Implement monitoring, alerting, and data-quality checks for pipeline reliability; Ensure HIPAA and SOC 2 compliance across all data flows.
Seniority
Senior, hands-on IC