Design ETL test plans and automated scripts. Validate transformations, perform profiling, automate data quality checks, test stored procedures, generate reports, manage defects, ensure compliance with business rules. Strong SQL, ETL tools (Informatica, Talend, DataStage, Glue, ADF). Experience with AWS/Azure/GCP, Jira/Azure DevOps, Agile. Strong communication and documentation skills.