Place shrimp and OLD BAY in resealable plastic bag. Shake to distribute seasoning evenly.
In a large skillet melt butter on medium-high. Add shrimp in a single layer. Cook about 2 minutes per side without stirring until shrimp turn pink.
Garnish with parsley and serve with lemon wedges.