Methods and compositions for improving the appearance of skin are provided. The methods and compositions are especially suited for improving sallow-looking skin by enhancing bilirubin degradation in skin. The methods and compositions herein utilize one or more sucrose esters, which demonstrate a surprising ability to reduce bilirubin levels. The method involves applying a skin care composition containing an effective amount of a sucrose ester to a target portion of skin where a reduction in bilirubin level is desired.