Women are underrepresented in STEM and finance, even though research shows that women and men do not differ in mathematical ability or productivity. A key reason for this is gender bias. Companies should counter this by ensuring a fair recruitment and selection process, creating equal opportunities for promotion, increasing accountability of performance evaluations and making women feel welcome by fostering diversity and having female role models.