Automated Machine Learning Shouldn't Worry Data Scientists

Recently, I've been seeing a lot of services and products advertising automation of machine learning. Data Robot and H2O.ai offer platforms that allow the creation of machine learning algorithms in point-and-click interfaces. They'll even do the feature engineering for you! This functionality, or something like it, is slowly being built into various tools and programs. They promise to automate the creation of the whole machine learning pipeline -- from feature transformations, hyperparameter tuning, to model selection.