AutoML for large scale image classification and object detection

I love the concept of AutoML. One of the first things I'll do after cleaning data and engineering features is setup TPOT on another box and let it run while I continue on with my model building.

I wonder at what point the data cleaning, feature engineering, and model building will all be entirely automated. And what that means for the role of a data scientist within a non-tech organization.