Right, those guys on the planet are definitely Atheists. But I don't think the ship overhead at the end is theirs. I think it is a new Mithraic Ark arriving, totally separate from the Atheists that are somehow already on the planet.
Unless I misread that scene, while my wandering mind was too busy focusing on the Serpent.