The Astrologians' guild (the Athenaerium Astrologicum) can be found in Ishgard in The Pillars (X:15.2, Y:10.0). Accept the quest "Stairway to the Heavens" from Jannequinard. Upon completing the quest, you will unlock Astrologian, which starts at level 30.