Advanced knowledge of one or more of the following tools and techniques:  Data concepts - Data Warehouse, Data Lake, Data Model, DB Design, Data Mapping  Data storage - Cloud Storage (AWS S3, AWS RDS, or similar), Snowflake, RDBMS (e