Staff Data Engineer
Core
Architect and deliver foundational data products and serving capabilities that transform complex healthcare data into trusted, production-ready assets for customers and applications.
Role type
Staff-level IC data engineer (healthcare data products)
Builds
Scalable Healthcare Map data products, APIs, analytics surfaces, and serving layers for enterprise customers
Domain
Healthcare data, real-world evidence, patient journey mapping
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Large-scale data product engineering, distributed data processing, cloud data platforms, MPP databases, high-scale compute frameworks (Spark, Python, Rust, C++), data modeling, serving patterns, AI/ML enablement, statistical reasoning, technical communication, AI-augmented engineering
Preferred skills
Healthcare data experience (claims, clinical, RWE), data product delivery, high-scale data architecture, applied AI/agentic workflows, fast-growth execution
Technologies
SQL, Spark, Python, Rust, C++, MPP databases, cloud platforms, AI tools (ChatGPT, Gemini, Cursor, Claude)
Responsibilities
Architect and build scalable Healthcare Map data products; Design and implement high-performance data processing and serving patterns; Create shared data models and reusable libraries; Build data products for easy consumption via APIs and serving layers; Partner with cross-functional teams to translate healthcare use cases into technical designs; Lead complex multi-quarter initiatives with clear trade-offs; Define and implement data quality checks, validation frameworks, and observability; Raise the bar for system design, code quality, and operational readiness; Mentor engineers through design reviews and technical deep dives
Seniority
Staff, hands-on IC with technical leadership and mentorship
