Staff Data Analytics Engineer
Core
Build the data foundation for product teams by designing data models, building pipelines, and defining trusted metrics in a regulated healthcare environment.
Role type
Staff Data Analytics Engineer (Individual Contributor)
Builds
Data models, pipelines, and AI-ready semantic models for product teams
Domain
Healthcare / Data Engineering
Deliverable
production ML models
Required skills
SQL, dbt, Snowflake, AI coding tools validation, data modeling, metric definition, compliance design
Preferred skills
Statistics, experimentation, Python, ELT tools, BI tools
Technologies
Snowflake, dbt, Claude, Snowflake Cortex
Responsibilities
Design and maintain dbt models and semantic models; build data pipelines from ingestion to transformation; define metrics for product success; guide data design decisions with Product and Engineering; partner with PMs to turn roadmap goals into measurable metrics; identify and resolve data collection gaps; provide analysis and statistical work for feature evaluation; build HIPAA-compliant designs with access controls; review and validate AI-generated code; document models and design decisions.