You do not need to go to Harvard to work in finance. It’s too competitive a business for a firm to hire just from one school.
I worked for a major financial firm and spent a lot of time interviewing and hiring people. We recruited from 15 different universities in the US. A lot of those are private east coast schools, but Berkeley STEM majors are very highly recruited by both my firm and all the others.