Place garlic and oil in a small skillet and cook over medium heat until fragrant, About 1 minute.
Add lemon juice, parsley, salt and pepper.
Toss with shrimp in a large bowl.
Chill until ready to serve.
MAKE AHEAD TIP: Cover and refrigerate for up to 2 hours.