The only self-employed engineer I know is actually not an engineering grad, but a high school dropout who has an unusually keen skill in network security, and is rolling in massive amounts of money consulting for small-to-mid-sized traditional businesses, a one man shop.
Anecdotes can always be countered by anecdotes.
You are what you make of yourself.