You don't need to choose one or the other, they level up side by side and you can accept job missions for both. If queues for Summoner are taking awhile, sometimes I swap to Scholar to get into dungeons faster. If you like both, do both!

The only discrepancy is stats, since your point allocation is shared by both. Personally though I have dumped all my points into INT and still have no issues healing w/ Scholar.