Additional Preferred Skills: Develop and execute automated test solutions that validate data movement across source systems, ETL pipelines, APIs, data warehouses, data marts, ML applications, Data Streaming and Analytics applications, Reporting platforms, and BI tools. Demonstrated experience in Java or scripting languages like Ruby or Python, using Selenium as a framework in independently identifying technical issues in code.