For some reason, PhDs think they can treat every coworker without a PhD like a grad student, and that they can treat grad students like crap. I took a significant reduction in pay to work for academia thinking I was going to work in a great environment working on finding cancer cures alongside good people. At the end of this year, I'm leaving to finish some post-bacc classes and never working for a nonprofit again. Not just because of the culture, but also because I'm sick of working in a low-accountability environment where incompetence is tolerated and people optimize their work around visibility rather than things that really make the world better.
I know from experience that the private sector has just as many perverse incentives and just as much dysfunction, but at least I'll get paid 2-5x as much and retire sooner.