integration services. Define validation approaches for Microsoft Fabric workloads, including Lakehouse and Warehouse structures, Medallion Architecture flows, Data Factory pipelines, notebooks, semantic models, Power BI outputs and Direct Lake reporting patterns. Establish QA practices for EBX master and reference data capabilities, including workflow validation, hierarchy testing, data governance rule validation … based warehouses and related analytics services. Practical understanding of Microsoft Fabric workloads including Lakehouse, Warehouse, Data Factory, Dataflows Gen2, notebooks, semantic models, Power BI, DAX and XMLA-based validation. Experience validating end-to-end data flows across source systems, integration layers, Lakehouse or warehouse stores, semantic models and downstream reporting ...