Even when they do choose those fields of study, they are less likely to pursue a science career than men - 43% of female graduates versus 71% of male graduates (OECD, 2012a). They are also less likely to take up careers in research, particularly in STEM fields. In addition, the proportion of female scientists tends to fall as seniority rises (OECD, 2015c).