In medium bowl, combine all ingredients except shrimp; mix well. Add shrimp; stir to coat. Cover; refrigerate at least 4 hours or up to 8 hours to marinate.
Spray broiler pan with nonstick cooking spray. Drain shrimp, discarding marinade. Place shrimp on sprayed broiler pan. Broil 4 inches from heat for 5 to 7 minutes or until shrimp turn pink, turning once.