Which degrees give the best financial returns?

http://www.economist.com/blogs/graphicdetail/2015/03/daily-chart-2?fsrc=scn/fb/te/bl/ed/revengeofthenerds
Which category of college degree is best for long-term financial success? Hint: not arts