Heat a large skillet generously coated with cooking spray over medium-high heat. Add the scallops and cook, stirring frequently, for 8 minutes, or until golden brown. Remove to a serving platter and keep warm.
In the same skillet, combine the lemon juice, butter, parsley, salt, paprika, pepper, and garlic. Cook, stirring until the butter is melted. Pour over the scallops.