There isn't a huge gap, not for the same job/title combination (there are cases where the gap does exist for the same job, but it's typically less than 10%). The gap widely most widely reported, the 70% figure, is primarily caused because of the genders holding different jobs, where the average pay for female-dominated jobs is less than the average pay for male-dominated jobs.