A very interesting post, thanks for publishing.

A real problem is that automation actually removes "middle class" work (maybe an incorrect use of term though). High quality positions (like doctors, engineers and etc) are safe for now. Lowest level like janitor is also safe. Jobs in the middle like cashiers, workers on assembly lines and etc. are the most vulnerable to be replaced by automation.