What you say assumes that we are talking about dumb robots, specialised for one job. What when they are AI and more intelligent and capable than most people? Not qualified for a job? Easy, load a course and within hours they are experts.
Simplifying the problem is great for convincing those who are not able to find a job, but it is not fair - nor is it ethical.