Sure the robots could do very dangerous or tedious work that would be “inhuman”, but I would argue that for this kind of work a specialised robot will always be more efficient and way cheaper to produce.
Apart from how science fiction this all is - we can’t even produce a general purpose robot don’t make that does the most basic things like walking or picking up objects in real life (outside of special test environments)