This isn't quite right. People are paid such that the amount is enough to attract needed workers and less than the value those workers provide. Education isn't a critical factor except that it enables people to be more productive and therefore more desirable to employers.

As an example: a middle school dropout who self learned machine learning, became a master, published papers, worked at a successful startup etc, will likely be better paid than your average History PhD.