Lightly pat shrimp dry with paper towels. Place shrimp and OLD BAY in large resealable plastic bag. Shake to coat shrimp.
In large nonstick skillet melt butter on medium-high heat. Add shrimp. Cook 2 minutes per side without stirring or until shrimp turn pink.