Comment by nospice

Big Tech can afford to be selective, so if you don't have a degree, the basic answer is that you need to stand out in some other way. This can be several years of interesting industry experience or other publicly-visible work (open source code, winning some competition, or even having a good blog). It also helps to know someone who works there and can help you get the first interview.