I have no idea who Zippia is, but according to them 1/3rd of software engineers in the US work at companies >10,000 people. And 2/3rds of software engineers work at companies still > 1,000 people.
So I'd argue, working at a small shop, while not rare, also isn't as predominant as you're portraying.