Experience with ETL, CI/CD pipelines, SQL, analytics, and data governance. Experience with AWS services like RDS, Aurora, Glue, Lambda, and SDKs. Strong understanding of data warehousing and relational databases like Redshift, Snowflake, Postgres, MySQL. Experience with Infrastructure as Code tools such as CloudFormation, CDK, Terraform.