The corpse was seen by the crew on board a French ship that was carrying out repairs on underwater cables.
Police accompanied members of the Armed Forces of Malta on site. The body was in a black bag which was tied to an iron beam and a brick.
Duty magistrate Dr Michael Mallia appointed several experts to help in investigations, which are being carried out by the Criminal Investigation Department and the Valletta district.