No you got it completely wrong. Why would you need faith to be an atheist? atheism isn't based on claims without evidence. It's the rejection of claims without proof or evidence.
For an example. Do people have to believe that George Washington existed? No cause there is proof and evidence that he did. So there's no need to believe that he did. Plus he was just a president (Something we created) of one country, Not a creator of the universe.