AWS Certified Developer here Heavy lifting using the powerful AWS Glue. Glue python spark ETL scripts ETL from AWS redshift to S3 and vice versa. Powerful Spark transformations. Million row file transfers accomplished with ease Complex JSON inside CSV files Files without any defined Schema Creating CUSTOM complex AWS CRAWLER CLASSIFIERS Cloudwatch triggers for Glue scripts Transfer subset of data from Redshift to Postgres for analysis by Tableau