Chop the cooked shrimp into small pieces and pat dry with paper towels.
Beat the softened cream cheese in a bowl until smooth and fluffy.
Blend in the sour cream and mayonnaise until creamy and well combined.
Stir in lemon juice, Worcestershire, hot sauce, Old Bay, garlic powder, onion powder, salt, and pepper.
Fold in the chopped shrimp, green onions, dill, and lemon zest.
Taste and adjust seasoning. Serve right away or chill until ready to serve.