Highest Paying Degrees – Best Undergraduate College Degrees By Salary in 2011 and 2010. Highest Paying Careers are petrochemical engineering, chemical, Electrical Engineering, Materials Science, Aerospace, Computer Engineering, Physics, Mathematics Source: Payscale https://ygraph.com/chart/1401