Familiarity with data cataloging and warehousing technologies such as AWS Lake Formation, MSFT Synapse, and Alation Familiarity with data engineering concepts such as batch vs stream processing and experience with technologies such as Kinesis and Kafka for stream processing    Experience with syntax like SQL, GraphQL, SPARQL, OQL, etc