20+ Cool ETL Tools and Data Automation for Marketers and Data Nerds

Life is awesome when there are ready made ETL/ELT, Data Automation tools 🙂 Whether it is bulk dumping data transfer, or scheme based fetch jobs or even task based automation like zapier. Everything saves significant time in our life hahaha.

Here is the list of all the tools I have collected so far. Am sure I have missed few others and lot of open source as well. Also, BigData streams tools are not presented here. however, I would like to do if you could comment which one am missing!