Heat the oil in a large skillet or work over medium-high heat. Once the oil is hot, add the shrimp in a single layer. Season with black or white pepper. Cook until just cooked through and browned, 1-2 minutes on each side. Remove the shrimp using a slotted spoon. Set aside.