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Design the enterprise-wide data modeling standards - conceptual, logical , & physical data models that power governed, performant, reusable data products on Snowflake. You’ll turn business concepts/CDEs (Critical Data Elements)and analytics needs into star schemas, vault/3NF structures, and semantic definitions that are consistent, documented, and easy to use. Wired into our catalog, lineage, quality checks, and access controls.





ESSENTIAL FUNCTIONS:

Model the business:
Working with product & data owners to translate domain concepts and Critical Data Elements (CDEs) into clear conceptual & logical models; define conformed dimensions, own canonical entities and models across multiple business areas, and metric definitions aligned to glossary/ontology.
Physical modeling on Snowflake: Implement star/snowflake schemas (and when appropriate, Data Vault/3NF) optimized for Snowflake’s micro-partitioning, materialized views, and search optimization; document SCD handling, surrogate keys, and partitioning/clustering choices.
Data product contracts:
Define data contracts (schemas, SLAs/SLOs, versioning, change policy) and ensure models are discoverable with complete metadata, lineage, and owners in the catalog.
Governance-by-design:
Embed classification/tags for CDEs/PII in models and propagate them through pipelines so tag-based mas

📌 Principal Data Modeling (Bengaluru)
🏢 Empower
📍 Bengaluru