I applied about 6 years ago to work at HQ. I went to community college and a bottom-tier state school and got an interview. Sounds like you just may not have been a match with the available jobs.
Yes & no. Maybe as a generalist SWE this is true. But if you’re applying for a more specialized position you might encounter limits in terms of how many of that role is needed.
