Gender segregation in education and the labour market is one of the outstanding challenges to achieve equality for women and men. In the EU, gender segregation in tertiary education is most pronounced in the fields of science, technology, engineering and mathematics (STEM), where men are over-represented, whereas women are over-represented in education, health, welfare, humanities and the arts (EIGE, 2017).