Stonemasons were heavily involved in medieval diplomacy, since everybody in power needed them to build or repair fortresses. They could travel freely between kingdoms that were at war with each other and exchange messages between the respective rulers.
Perhaps a comparable example would be an executive with a technical background: Jim Keller has highly sought-after skills desired by chip makers.
What's clear is that knowledge transfer (from region to region and from generation to generation) was facilitated by traveling apprentices, a tradition that still lives on and (I believe) is documented to go back to that time. Their profession wouldn't be bridge builder but merely some contributing role (with the occasional exception of whatever the period-correct term for architect or project manager would be), but of all the masons involved, you'd have some whose learning circuit involved a bridge, of the woodworkers you'd have some who dabbled in cranes before and so on. But was that usually sufficient or was there also a pattern of on-demand traveling leadership?
edit: post was lingering in the input form for some hours, some good answers already there!