The “Dumbo” octopus lives in the deep sea. Click to read more. A Dumbo octopus was spotted by the research vessel EV Nautilus in the deepwater part of the North Pacific Ocean, the sighting occurred at a depth of several thousand meters and the rare octopus was caught on footage.