Preferred:  Experience with Cloud using Amazon Web Services (AWS), Microsoft Azure, andor Google Cloud Platform (GCP) Experience with PySpark, Spark, Scala andor Java Experience leading workstreams or small teams Understanding of the benefits of data warehousing, data architecture, data quality processes, data warehousing design and implementation, table structure, fact and dimension tables, logical and physical database design, data modeling, reporting process metadata, and ETL processes