Strong hands-on experience developing Python-based ETL/data pipelines and data integration workflows. Strong SQL skills , including complex queries, stored procedures, data validation, reconciliation, and troubleshooting. 2+ years of experience with AWS Glue, S3, RDS, DynamoDB, and Lambda ; exposure