It may not rust, but the salt will definitely make it corrode. My neighbor has the same hitch, and after a long, salty winter, the pin that is used for height adjustment was stuck in place. It took a great deal of "persuading" to remove it and then to break the ball free so that it could be reversed. I see that your pin appears to be stainless, so maybe that may help.