Job Crystals are talent trees and will be more evident as new jobs are released.

Your Arcanist can specialize in healing (SCH) or damage (SMN) but can't be both at the same time. Changing jobs is like shifting trees. Which is also the reason the job levels are tied to class level. You aren't leveling an entire new class, you're specializing your class.