Just like Salt Fish (also known as bacalao or salted pollock), Salt Mackerel is SALTY. Salt Mackerel is another name for pickled fish as the fresh mackerel sits in a salty brine until sold to consumers or ready to be cooked. The saltiness is what makes the dish unique.