Understanding of historical data validation, full data, and incremental data validations Performance testing for batch jobs – Understanding of current state requirements, development of workload models, associated metrics, baseline vs actual comparison reports etc . Technical understanding of the platforms and files – Azure Data Lake, MuleSoft, Data bus, handling of different file formats, JSON, XML etc .