Heat a large nonstick skillet over medium heat. Add the shrimp and cook, turning once, for about 8 minutes. You may need to cook the shrimp in batches. You want them all making contact with the bottom of the skillet--and not too crowded--in order to cook evenly. Remove from heat. Allow to cool and serve, or refrigerate until serving time.