C
Circadiahealth1mo ago

Data Engineer

Millburn · MillburnFull Timemid
Data EngineeringData EngineerDataData & AI
0 views0 saves0 applied
Apply Now

Quick Summary

Requirements Summary

--> Model training and evaluation --> Feature generation and data labeling workflows Collaborate with backend engineers to develop internal tooling for data ingestion, validation, and moni

Technical Tools
Data EngineeringData EngineerDataData & AI
Position Overview

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. You will design and operate robust data pipelines that ingest, transform, and distribute sensitive healthcare data originating from Electronic Health Record (EHR) systems, medical devices, and hospital information systems.

Reporting directly to the CTO, you will work closely with backend engineers, ML engineers, clinical teams, and customer integration partners to ensure reliable, secure, and compliant flow of patient data – including ADT events, conditions, medications, allergies, clinical notes, and vital signs.

Your work will directly enable Circadia’s predictive analytics and machine learning models that identify early signs of clinical deterioration, helping clinicians intervene sooner and improve patient outcomes. This is a hands-on role where production-grade data engineering, reliability, and healthcare compliance are non-negotiable.
  • 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.
  • Ensure pipelines are robust, fault-tolerant, and capable of handling large data volumes.
  • 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.
  • 5+ years of experience in Data Engineering, Backend Engineering, or a closely related role.
  • Strong proficiency in Python for data pipeline and backend development.
  • Strong proficiency in SQL.
  • Hands-on experience with MySQL and Snowflake, including schema design and performance optimization.
  • Experience integrating data from Microsoft SQL Server, including log shipping or CDC-style approaches.
  • Experience building high-throughput data pipelines from ingestion through transformation and storage.
  • Experience deploying and operating production systems in a major cloud provider (AWS preferred).
  • Familiarity with APIs, webhooks, and event-driven architectures.
  • Experience working with sensitive or regulated data.
  • Experience integrating with EHR systems (e.g., Epic, Homecare Homebase, PointClickCare).
  • Familiarity with healthcare data standards such as HL7 and FHIR.
  • Experience supporting machine learning or data science teams.
  • Experience with data orchestration, workflow management, or streaming systems.
  • Background in healthcare, medical devices, or clinical data systems.
  • Exposure to HIPAA compliance and healthcare security best practices.
  • You take ownership of data systems end-to-end — from ingestion to analytics.
  • You care deeply about data quality, reliability, and operational excellence.
  • You are comfortable working in complex integration environments where every customer system is different.
  • You communicate clearly across engineering, data, and clinical teams.
  • You’re motivated by building technology that directly improves patient care.

    • Listing Details

    Posted
    February 23, 2026
    First seen
    March 26, 2026
    Last seen
    April 24, 2026

    Posting Health

    Days active
    28
    Repost count
    0
    Trust Level
    31%
    Scored at
    April 24, 2026

    Signal breakdown

    freshnesssource trustcontent trustemployer trust
    Apply for this position

    4 other jobs at Circadiahealth

    View all →

    Explore open roles at Circadiahealth.

    C
    Clinical Validation Specialist
    USD 70000–100000
    Full Time
    C
    Senior Staff Software Engineer
    USD 200000–260000
    Full Time
    C
    Senior Product Manager
    USD 15000–22000
    Full Time
    C
    Senior Director of Operations
    USD 250000–350000
    Full Time

    Similar Data Engineer jobs

    View all →
    A
    Alphafmcroles
    Senior Data Engineer
    InbankInbank
    Senior Data Platform Engineer
    A
    Abakaai
    Data Engineer
    DeptDept
    Senior Data Engineer
    LyftLyft
    Senior Data Engineer, PickupXP
    8
    8451
    Lead Data Engineer (P1952)
    USD 121000-201250

    Browse Similar Jobs

    Data Science5.6kData Scientist514Machine Learning Engineer423AI Engineer343Data Analyst265Machine Learning242Business Analyst213Research Scientist133Operations Analyst133Analytics129Analytics Engineer100Ai Research Engineer83Database Administrator80Marketing Analyst57Machine Learning Scientist49Applied Scientist46Product Analyst45Master Data Specialist44Data Architect36Risk Analyst36
    Newsletter

    Stay ahead of the market

    Get the latest job openings, salary trends, and hiring insights delivered to your inbox every week.

    A
    B
    C
    D
    Join 12,000+ marketers

    No spam. Unsubscribe at any time.

    C
    Data Engineer
    Apply Now