Not personal experience, but a ex coworker of mine is in the core team of a programming language and one of the top contributors there plus doing a lot of review work. He would get offers from all the relevant companies on a regular base just based on his Github activity.
One person I know was from very good college and he got calls from recruiters from big companies.
Make friends with people who work or worked there and get someone to refer or introduce you.