Strong experience with enterprise ETL tools such as Talend, Informatica, Python Advanced SQL skills for complex transformations, debugging, and performance tuning Experience building and troubleshooting batch pipelines with complex dependencies Solid understanding of data modeling (relational and dimensional concepts)