Page 40 of the 2016 Integrated Annual Report last paragraph of the bottom left hand side of the page, last sentence "In terms of the professional skills profile, 77,5% of the university and college qualified employees are black, with women constituting 48,1%."
Therefore unskilled will be 100% - 48,1% = 51,9%