Not enough women in science?

Are women underrepresented in science?  My philosophy professor was complaining that since half of all B.Sc. grads are females, it doesn't make any sense that there are so few female science professors.  Personally, I don't see what the problem is.  It's not like scientific progress is being impeded by gender inequality.