Clinical Data Engineer

Eight Sleep
Boston
Workplace: HybridFull timeUSD 110,000 - 130,000 annuallyFunction: Data Analytics & Business IntelligenceExperience: 2+ yearsSkills: ["Communication","Collaboration","Problem-solving","Attention to detail","Data storytelling"]

Join Eight Sleep as a Clinical Data Engineer to own end-to-end data pipelines for clinical studies, integrate biometric sensor data, and enable data-driven product decisions. You’ll build scalable ETL processes, design data models, manage AWS storage, validate analytics, and collaborate with ML, hardware, product, and research teams to accelerate insights from health data and sleep research.

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Eight Sleep
Eight Sleep
2 months ago

Clinical Data Engineer

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Last checked: 4 hours agoStatus: Live

Job Summary

Join Eight Sleep as a Clinical Data Engineer to own end-to-end data pipelines for clinical studies, integrate biometric sensor data, and enable data-driven product decisions. You’ll build scalable ETL processes, design data models, manage AWS storage, validate analytics, and collaborate with ML, hardware, product, and research teams to accelerate insights from health data and sleep research.
Location: Boston
Workplace: Hybrid
Employment Type: Full time
Job Function: Data Analytics & Business Intelligence

Key Responsibilities

  • •Build and maintain scalable ETL pipelines to ingest and process large-scale biometric and sensor data
  • •Design data models and workflows that support clinical studies, internal tools, and downstream analytics
  • •Manage data storage, retrieval, and archival systems in AWS, including long-term access and data restore workflows
  • •Ensure data integrity, reproducibility, and proper versioning across evolving datasets and analyses
  • •Leverage AI-assisted tools to accelerate data analysis, debugging, and code development

Pay and Benefits

Salary: USD 110,000 - 130,000 annually
Equity and Bonus:Equity
Perks:Health InsuranceDentalVision401kCommuter BenefitsParential LeavePaid LeaveEquity

Key Requirements

  • •2+ years of data engineering experience with health/physiology data in a research context — you’ve built ETL pipelines around messy, real-world biometric or sensor datasets, not just clean CSVs
  • •Advanced Python and SQL proficiency — Pandas, NumPy, time-series analysis, and production-quality scripting are daily tools, not occasional ones
  • •Intermediate-to-advanced signal processing and biometric data experience — you’ve worked directly with heart rate, HRV, sleep staging, or similar physiological signals from wearable or embedded sensors
  • •Intermediate-to-advanced statistical modeling and validation skills — you can design and execute correlation analyses, error metrics, bootstrapping, and validation frameworks independently
  • •Working proficiency with AWS and Snowflake — you’ve built or maintained cloud-based data storage, retrieval, and archival systems, not just queried them
Experience:2+ yearsHealth/physiologyWearablesSleep science
Skills:CommunicationCollaborationProblem-solvingAttention to detailData storytelling
Languages:English
Tech Stack:PythonSQLAPIsAWSSnowflakePandasNumPy

Company Brief

Eight Sleep
Eight Sleep makes AI-powered sleep hardware and software (the Pod) that monitors biometrics and adjusts temperature, elevation, and sound to improve sleep and recovery for consumers and clinical applications. Recent expansion targets medical use cases and global retail. ([crunchbase.com](https://www.crunchbase.com/organization/eight-sleep?utm_source=openai))
Industry: Wellness & Preventive Health
Company Size: Medium (51 to 250 employees)
Growth: Scaleup
Valuation: USD 250M to 500M
Funding: Series D
Headquarters: New York, United States
Founded: 2014
Glassdoor
Glassdoor: 3.8
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