Data Modeler
Core
Design, develop, and maintain high-quality conceptual, logical, and physical data models to support enterprise analytics, reporting, and AI/ML use cases on AWS and Azure platforms.
Role type
Senior IC data modeler
Builds
Scalable, governed data structures and feature models for analytics, BI, and GenAI workloads
Domain
Cloud data platforms (AWS/Azure) and AI/ML enablement
Deliverable
production ML models | product features
Required skills
Data modeling (conceptual, logical, physical), SQL, Snowflake optimization, Databricks/Spark, cloud data architecture (AWS/Azure), ETL/ELT processes, AI/ML data requirements
Preferred skills
Python, regulated industry experience, data governance tools, real-time/event-driven architectures
Technologies
Snowflake, Databricks, Spark, AWS, Azure, S3, ADLS Gen2, SageMaker, Amazon Bedrock
Responsibilities
Design dimensional, relational, and hybrid data models; translate business requirements into reusable models; optimize models for performance and cost; define source-to-target mappings; partner with data scientists on feature models; align models with governance standards; document data structures and relationships
Seniority
Senior, hands-on IC
