This is Atolla wyvillei, a deep-sea scyphozoan jellyfish. They reach about 15cm in diameter.
They are bioluminescent only when disturbed. Researchers have described
this as their 'burglar alarm' - when attacked, they glow in the hope of
attracting attention from something larger, which might distract their
predator! In the ensuing confusion, the jellyfish can escape.