What society mass-moved individuals from menial work to better work?
Many societies have made generational improvements: children raised with more opportunity, but I'm not aware (hey, I'm ignorant of a lot) of any that moved significant numbers of menial laborers themselves up significantly in standard of living besides the USA post-WWII or new technology (electricity, plumbing).
Parents usually sacrificed so their children have better lives, not themselves. The USA is currently an interesting example of the opposite.
I haven't heard of mass movements of farmers into professional work late in life. The immigrant story of America is the parents sacrificed for their children to do better. Why would existing citizens want to bring in large number of unskilled people and give them better jobs than themselves? I'm not aware of such generous circumstances working out.