Good understanding of ETL ( Extraction Transformation and Loading) of data, Data cleansing, and other BI areas Preferably AWS Certified AWS data pipeline, Glue, S3, and Redshift skills to aggregate data from various AWS S3 and other sources, cleanse, format it, and organize it in S3Redshift data model Good in communication