What are the top 5-10 responsibilities for this position (please be detailed as to what the candidate is expected to do or complete on a daily basis)? Should have prior experience managing Data lake and data warehouse type application Should have prior experience managing big data platform to ingest  transform time series, batch data for real time access 1 to 3 years of experience with Snowflakesynapse, Databricks, Kafka, eventHub, Spark