On average and after the end of puberty, males have darker hair than females and according to most studies they also have darker skin (male skin is also redder, but this is due to greater blood volume rather than melanin) [REF].
The human sexual dimorphism in color seems to be greater in populations that are medium in skin color than in very light or very dark colored populations [REF].