Villagers become masters at an occupation by working at it. The longer a villager works at, for instance, researching, the more skill they gain and the closer they get to becoming a master.

The sparkly rock is a puzzle and requires the completion of Puzzle 8 and attaining certain village technology. Once you have the right conditions, dragging a villager there will reveal what your villager can do.