Microsoft Fabric Platform Knowledge. Understanding of Fabric architecture (OneLake, DirectLake, Lakehouse, Warehouse, etc.). Hands-on with OneLake and understanding of how it is organized, including workspaces, shortcuts, file formats (Parquet, Delta) and the ability to mount different sources. Experience with data items like Dataflows Gen2, Pipelines, Notebooks, and Semantic Models. Familiarity with Fabric capacities and licensing. Configuration and management of spark workloads, including node size differences, high concurrency, and scaling.