Design conceptual, logical, and physical data models across patient, HCP, HCO, product, payer, and commercial activity domains.
Define and maintain modeling standards across Bronze, Silver, and Gold medallion layers on Databricks Delta Lake.
Establish harmonized entities in the Silver layer and consumption-ready data products in the Gold layer.
Translate complex business requirements into entity relationships, data grain, shared dimensions, business definitions, and historical tracking strategies.
Develop detailed source-to-target mappings and build reusable data structures that support multiple downstream data products.
Collaborate closely with business SMEs, architects, and data engineers on identity resolution, data quality, lineage, governance, and patient privacy compliance.
REQUIRED SKILLS
SQL (9+ years) – Expert ability with enterprise, dimensional, and canonical data modeling techniques.
Databricks & Delta Lake (6+ years) – Hands-on experience designing schemas for Medallion Architecture (Bronze, Silver, Gold).
Commercial Life Sciences Data (7+ years) – Deep knowledge of IQVIA, Symphony Health, Veeva CRM, HCP/HCO reference data, Specialty Pharmacy/Patient Hub feeds, and Payer/Formulary datasets.
Experience designing scalable data models for Patient Journey Analytics and HCP 360 use cases.
Familiarity with data granularity, refresh cycles, coverage limitations, and provider linkage methodologies.
Background in data governance, data lineage, and HIPAA/patient privacy requirements