Mix chicken, celery, Cheddar cheese, mayonnaise, almonds, bacon, lemon juice, green onion, salt, and black pepper together in a 1 1/2-quart baking dish; top with potato chips.
Bake in the preheated oven until cooked through and bubbling, about 20 minutes.
