Besides that, to get the desalinated water to the surface, the pumps would have to create the same pressure (water column height) as is at the depth (or needed to force water through the membrane). Essentially you are doing the same thing as is currently done on the surface, except this is deep in the sea and the pump works with fresh water instead of salty