Required Technical Expertise (Must Have) Strong hands-on experience building and maintaining ELT/ETL pipelines to move and transform data across heterogeneous data platforms, including Snowflake, Oracle, and PostgreSQL . Solid understanding of core AWS services , including Lambda, SQS/SNS, EC2, S3, CloudWatch, and IAM roles/policies , supporting data and application workloads in cloud environments.