Deep sea farms are becoming more popular. They anchor huge netted cages that can later be brought up to the surface.
Agriculture is a major industry, maybe the major industry. Fish is also an agricultural industry of sorts, as is forestry, but fish are not so visible. Fish should be possible to industrialize completely, although I haven't looked at the business from the economic standpoint.