• Redesign ETL pipelines to connect with SQL Server instead of Sybase. • Analyze existing ETL jobs and update source/target configurations. • Ensure data accuracy and completeness during ETL execution. • Optimize ETL performance for large-scale data loads. • Implement error handling and logging mechanisms in ETL workflows. • Coordinate with data engineers to align transformation logic with new schema. • Validate ETL outputs against business requirements and legacy data