In my work as a data scientist, I have noticed that many tasks that used to be difficult keep getting easier because of automation. For example, AutoML promises to automate the entire model-building process.
While that is amazing, the work of a data scientist is much more than just implementing a machine learning model. As it turns out, the aspects of data science that sound the sexiest will be the first to be automated, and the ones that are the hardest to automate are the ones you would least expect.
Author: Florian Dietz