Emmy Noether has always been one of my favorites. She worked for no pay at Mathematical Institute of Erlangen for 7 years then joined the math department at University of Gottingen where she had to lecture under the name of one of the male professors. What an incredible woman.
And this comic is awesome. http://xkcd.com/896/ It captures the spirit of women in science.