There is not a wage gap but rather an earnings gap. It's made illegal by laws in at least the US to not pay a person equally solely based on gender, race, age, marital status, etc. Here is a fascinating video debunking it in a fair amount of detail:
RE: Shrinking the Gender Wage Gap