IME, that's much more a consequence of the limited diversity of candidates, not a limited diversity of hires. In most places I've worked at, even if they hired all women and blacks (or other non-Asian minorities), there would still be at most approximately 5% women and 0% blacks (the latter would probably be higher in the US).