The people in the current Apple Emoji are NOT yellow. That would indeed be a solution. (The "smileys" are yellow. Not the actual people--look and you'll see.) For anyone who says this is a small problem, not worth solving... well, Emoji are themselves are a small feature, you could argue. That's no reason not to improve it.
11/4/14 at 3:02pm