Female: -19.5%
Women are, like, totally underpaid in the tech world.
Obviously, this is using proxy measures like age and education rather than experience and skill, but it's still a pretty strong statement. After controlling for age, education, specific occupation and even the labour market, there is still a very strong effect showing that women are paid 80 cents on the dollar.