What do you call a follower of the occult?

Occult merely means "hidden", so anyone who studies arcane, magickal or supernatural things would be someone who "follows" the occult. Many names would apply, Witch, Wizard, Parapsychologist, Astrologist, etc. It depends on the area of study.