Experience in Data Movement using code (Python, Spark) and ETL tools (Data Stage/ Talend/ AWS DMS)
Experience with Real time & streaming platforms like Apache/Confluent Kafka or cloud native equivalent
Understands AWS Data and Analytics eco-systems services like S3 including bucket policies & life-cycle policies, Glue, EMR, IAM, Security Groups, Lake Formation, Lamdba functions, Cloud watch and event triggers
Python or Java experience for Rest API development and consuming API endpoints to enable interaction and automation amongst tools/services