Peel potatoes, and cut into 1-inch cubes. Cook in boiling salted water to cover 12 minutes or until tender. (Do not overcook.) Drain and cool.
Stir together mayonnaise and next 5 ingredients in a large bowl; add cubed potato, egg, bacon, and green onions, tossing gently. Cover and chill.