No, as long as you choose younger eggplants--small or medium vegetables with dark purple rather than reddish skin--they should have no bitter flavor. That said, if your eggplant is old and has brown seeds, salting both sides of the eggplant slices and allowing them to sit for 30 minutes to one hour before cooking can help reduce the bitterness. Be sure to rinse the salt off before using.