From tôm (“shrimp, pawn”) + tít (“centipede”).
As tít is a Nghệ An/Hà Tĩnh dialectal term, the phrase "tôm tít" probably originated from that region, then spread to other Central and Southern dialects.
(classifier con) tôm tít