The crash happened on Saturday evening off the coast of Clearwater.
Investigators say the jet-ski collided with a boat.
Police identified the victims as 51-year-old Ramana Godabiraju and 49-year-old Shubhada Kulkami of Lower Gwynedd.
Witnesses say the pair tried to cut in front of a boat, but the Coast Guard says the official cause remains under investigation.