RapidMiner's Educational group just released 3 awesome videos on Model Selection, Optimizing Models, and Auto Model Selction and Optimization!
So will there be 30 years of pain? Maybe. Will automation kill a lot of jobs, probably. Will the smart companies keep highly skilled workers in the next 30 years? Yes. In this new knowledge economy, brain power is key.