Not necessarily. Japanese eggplants tend to be less bitter than larger varieties, so you may not need to salt them. If you substitute another variety and/or are using an eggplant that's been in the fridge for a few days or shows browning when cut open, consider salting it. This article contains instructions on how to do that.