You switched to Alchemist, not Arcanist. Arcanist is a Disciple of Magic casting class. Alchemist is a crafting class.

To unlock Arcanist go to Limsa and head to the Arcanist's Guild. If you've unlocked all the Aetherytes in Limsa it will appear as a destination on the Aetheryte network.