What to do with leftover sweetened condensed milk: Store leftover sweetened condensed milk in tightly covered container in refrigerator up to 1 week. Serve over cup-up fruit or hot cooked oatmeal. Or for extra flavor, stir into cup of hot brewed coffee or tea instead of regular milk.