Responsibilities: Model and transform data into consistent analytical structures. Build and optimize ELT pipelines and quality tests. Ensure clear documentation (business rules, lineage, transformation logic). Monitor datasets, quality, SLAs, and performance. Support DS/BI/ML with reliable data