Coping with a global pandemic has laid bare the need for public trust in science. And there is good news and bad news when it comes to how likely the public is to trust science. Our work over the past ten years reveals that the public trusts science and that religious people seem to trust science as much as non-religious people. Yet, public trust in scientists as a people group is eroding in dangerous ways. And for certain groups who are particularly unlikely to trust scientists, the belief that all scientists are loud, anti-religious atheists is a part of their distrust.