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Lead Data Engineer

Collective Health

$134,500 - $210,000
Aug 12, 2025
San Francisco, CA, US • Lehi Park Recreation Camp, CA, US
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Transforming how employers and their people engage with their health benefits by seamlessly integrating cutting-edge technology, compassionate service, and world-class user experience design at Collective Health

Requirements

  • 8+ years of data engineering experience in fast-paced, data-driven environments
  • Expertise in building scalable ETL pipelines with Spark (PySpark or Scala) and SQL
  • Deep understanding of data architecture, schema design, and dimensional modeling for analytics and machine learning
  • Proficiency in distributed systems such as Spark, Databricks, or Snowflake
  • Experience with event-driven architectures and streaming platforms like Kafka or Kinesis
  • Familiarity with data privacy, encryption, and compliance in healthcare or other regulated industries is a plus

Responsibilities

  • Architect Scalable Data Solutions - Design, develop, and optimize large-scale data pipelines using Spark (PySpark, Scala), Databricks, and distributed data processing frameworks
  • Advance Data Modeling & Architecture - Lead the design and evolution of data models to support analytical, operational, and machine-learning requirements
  • Enhance Data Performance & Reliability - Improve data processing performance, scalability, and reliability, while ensuring data quality and governance
  • Drive Cross-Functional Collaboration - Partner with Product, Engineering, Data Science, and Analytics teams to deliver high-impact data solutions that generate actionable business and clinical insights
  • Ensure Data Governance & Security - Implement robust security, privacy, and compliance measures for sensitive healthcare data, ensuring adherence to industry regulations
  • Influence Data Strategy - Provide input on data infrastructure decisions, emerging technologies, and process improvements

Other

  • Excellent communication skills – ability to collaborate cross-functionally and translate complex technical concepts into business impact
  • Mentorship experience – experience guiding engineers and fostering a collaborative, inclusive team culture
  • Hybrid work arrangement with 2 days/week in-office requirement
  • Must be located in San Francisco, CA, Plano, TX, or Lehi, UT