Applying machine learning is not going to be requiring a PHD, especially when great libraries and model zoos are available off the shelf. I think it's going to turn into a "maker culture" like web design. People are going to enjoy a very low entry barrier to applying ML and automation. It's going to be mix and match, a bazaar of solutions. Most of ML will be assisted by meta-ML systems and thus almost automated.