Anecdotally in my case.  

But more than a few anthropologists note that females are more likely to gravitate to human interaction related play and then work (dolls, education, HR, family medicine, psychology, sales, law...).  Males are more likely to seek out object oriented play and work (tonkas, driving, surgery, coding, engineering, accounting...).