It is not a must to salt your eggplant pieces before cooking. However, some chefs recommend rinsing your eggplants with more water and salting them before cooking to improve the flavour of the eggplant. The salt takes away the bitter taste of the vegetable. Also, some people report that salted eggplant absorbs less vegetable oil.