Remove shrimp from the fridge. Preheat oven on broil at 500 degrees. Place on a lined baking sheet. Broil shrimp for 4-6 minutes or until pink on both sides. Drain juices and place in a serving bowl with tooth picks. You can also grill shrimp placed on metal skewers on medium to high heat for 4-6 minutes.