Probably also too many people are focused on a solution, and not problems for specific domains. Learning more about deep learning is cool, but in practice, most problems in domains need domain expertise combined with more mundane models. This is particularly true when you need to rally domain experts help - folks able to understand logistic regression more easily than a complex deep learning model.