That does not make him an athiest.
When Jesus first started his ministry he did not declare himself to be the son of God. What he said was, “follow me.” In that sense Jefferson was a follower of Jesus moral teachings. But he thought all reference to supernatural events and Jesus divinity were added by later writers and he rejected them. He even wrote that to speak of spirits was to speak of “nothings.”