Despite many good intentions and initiatives, gender inequality is still rife in science. Although there are more female than male undergraduate and graduate students in many countries1, there are relatively few female full professors, and gender inequalities in hiring2, earnings3, funding4, satisfaction5 and patenting6 persist.