In 2016, only 22% of physics, 14% of engineering, and 35% of mathematics graduates were female. This underrepresentation of women in STEM gets carried through to the workforce, but research suggests that it starts early: girls as young as 9 are less confident in their math abilities than boys of the same age. As educators, what can we do to address this issue?