@grimalkina On the hiring front, when I've been involved in making hiring decisions my issue has been that I recognize really great contributions can come from people who are self-taught or have less conventional backgrounds, but what isn't clear is how to recognize those people. Part of me thinks "just spend time with them and talk to them and you'll figure it out," but that also seems like the sort of highly subjective gut judgement where unconscious bias looms large, so I fear it might do more harm than good.
It is ironic that in the hiring where I've been involved, I'm often the only one in the discussion with a PhD, but I often find myself arguing not to weight education too strongly. My feeling is just that if you are trying to find someone to do task X, having actually done task X before is better evidence of capability than having been in a program that nominally teaches how to do X (especially if X isn't domain-specific research).
@bogosity @danilo