The past needed more serfs than readers until the Industrial Revolution, but once we got those going, all that machinery required skilled people to operate.
Depends on what you're making. Pre-industrial society was mostly concerned with growing food to feed itself. Things like say blacksmithing or advanced weaving certainly did require skilled professionals, but they were proportionally a tiny minority of a society consisting mostly of farmers.
