At the end of *Fantastic Beasts and Where to Find Them*, Newt helps to _obliviate_ all _No-majs_ by using Swooping evil's venom.
Somehow, I don't understand why Jacob only forgets everything he has done together with Newt when he's walking into the rain. There's a guy shown in the shower who seems to lose his memory, too and he's not standing outside.