Does the sex of your supervisor matter? For some workers, the answer is “yes.” A recent survey conducted by Salary.com on gender perceptions in the workplace found that 36 percent of women would pick a man as a boss if given the choice. Only 11 percent of women said they’d rather work for another woman. On the flipside, 31 percent of men would prefer a male boss and 9 percent would choose a female.