There may be a problem. Computer science may be a solution.
The author establishes neither.
My opinion, is that it would be good if we could find a way to reduce the requirement for unskilled manual labor through computer science. Without more research, I wouldn't make it a call for action.
Does anyone have a better article on this issue?