I prefer to think of it as wisdom is what you know intrinsically, education is what you have learned, intelligence is your capacity for learning
Yes, familiarity with a field should improve skill, but I like to think that one can be smart, intelligent or wise in a situation that does not involve previous information about it.
Someone exposed to a brand new game or puzzle can be smart, intelligent or wise in solving it separately (to some degree) from having prior information.