nah it's not top tier college, it's just being insanely smart in the mathy way.
If you want to be a quant, getting a post-graduate education at a top-tier university is pretty much a requirement. If you want to be a software engineer/SRE/etc. in the front office, you might be able to find your way in by going to the tech industry proper and then pivoting.