-
Define and own the enterprise analytics architecture across Fabric and Databricks, aligning platform design with business scale and long-term data strategy.
-
Architect and optimize **large-scale semantic and data models **including incremental refresh, partitioning, aggregation strategies and composite models.
-
Establish a governed metrics layer (DBT) ensuring clear metric definitions, versioned transformations and separation between transformation and consumption.
-
Design and enforce data governance & access control using Unity Catalog, RBAC, RLS/OLS and workspace isolation strategies.
-
Lead performance diagnostics at system level — identifying whether bottlenecks originate from data modeling, DAX logic, Spark processing, capacity strategy or governance setup.