Atheists also worship science and reason.
Faith is at the base of all things.
Everyone is free to believe whether a "proof" is sufficient or not.
Everyone is free to believe whether an affirmation is evident and requires proof or not.
The need to worship something is a form of twisted love that makes you see nothing but good in something, like science or "reason".
The love of God is above such a thing.