ETL stands for Extract, Transform, Load. It’s a term most commonly used in the data warehousing world. If you have ever written a script that parses a file (Extract); cleaned up the values in it, perhaps fixing up the date strings, (Transform) and then inserted the results into another database (Load) then you’ve written an ETL script.