As a Data Engineer at Circadia Health, you will play a critical role in building and maintaining the data infrastructure that powers Circadia’s AI-driven clinical monitoring platform.
Requirements
- Design, build, and maintain scalable data pipelines to ingest healthcare data from customer EHR systems and hospital databases.
- Develop integrations using: REST APIs and webhook-driven workflows, Database log shipping and change data capture (CDC) mechanisms, including Microsoft SQL Server–based systems
- Transform, validate, and normalize incoming clinical data before loading it into Circadia’s MySQL and Snowflake environments.
- Integrate and manage healthcare data domains including: Admissions, Discharges, Transfers (ADT), Conditions, medications, allergies, Clinical notes and progress notes, Vital signs and physiological measurements
- Work with healthcare interoperability standards and protocols such as: HL7 v2, FHIR
- Partner with customer technical teams to support onboarding, troubleshooting, and ongoing data reliability.
- Take ownership of Circadia’s operational databases and analytical data warehouses.
- Design schemas and transformations that support both real-time application needs and downstream analytics and ML workloads.
- Optimize performance, cost, and scalability within Snowflake and MySQL.
- Deploy and operate data pipelines and services in AWS.
- Implement monitoring, logging, alerting, and operational dashboards for data workflows.
- Support production reliability, incident response, and continuous improvement of data systems.
- Ensure all data pipelines meet healthcare security and privacy requirements, including HIPAA and SOC 2.
- Apply best practices for handling Protected Health Information (PHI), including access control, encryption, and audit logging.
- Maintain clear documentation of data flows, transformations, and operational processes.
- Work closely with Data Science and ML teams to support: Model training and evaluation, Feature generation and data labeling workflows
- Collaborate with backend engineers to develop internal tooling for data ingestion, validation, and monitoring.
- Participate in architecture discussions to ensure data systems scale with Circadia’s growth.
Benefits
- Competitive salary and benefits package
- Opportunity to work on real-world healthcare problems with measurable patient impact
- Chance to build data systems that power clinical-grade AI and ML
- Ownership and autonomy in a fast-growing, mission-driven company
- Collaboration with a highly skilled, multidisciplinary team
