If any Mac users are hunting for a binary, you can find one here: https://binary-factory.kde.org/job/Okular_Release_macos/
It certainly seems, though, that Macs are an afterthought for this project: the binary is unsigned, the last successful build is over six months old, and the UI isn't anti-aliased on Retina.