The New York Times features an interactive graphic about the wage gap between men and women. It shows how different types of professions are distributed along the wage gap.  At the website, you can see click on each dot to see wage gaps for specific professions (e.g., female professors make 22% less than male professors).

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Also about the wage gap, see posts herehere, here, and here.