It's very well possible. The atheist ideal is not to force everyone to disbelieve. The ideal is to have a society where people can grow up without the need to believe.
The fool hath said in his heart, There is a God. They are corrupt, they have done abominable works, there is none that doeth good.
Psalm 14, KJV revised edition