Combine beer, green onions, garlic, red pepper flakes, and bay leaf in a large saucepan; bring to a boil. Cook, stirring occasionally, until sauce is reduced by half, 5 to 10 minutes.
Stir shrimp into the sauce; cook until pink, 3 to 4 minutes. Season with salt and pepper. Garnish shrimp with parsley.