Americans are investing more in college than ever before. According to the Federal Reserve, Americans collectively owe roughly $1.5 trillion in student loans, and millennials are on track to be the most educated generation to date.

Students hope that a college education will give them the skills they need to excel. Executive search firm Kittleman & Associates analyzed the resumes of every CEO of a Fortune 500 company to determine which colleges produce the most industry leaders.