One other tip specific to library/academic/GLAM work: there's a thing called Code4Lib that's basically a community of academic/library developers. They're awesome and they have great conferences. They have a job board, but, in my experience, it's a lot of jobs from those places that don't pay enough - and they post to C4L as though people who work at libraries don't know how to find out what salaries developers expect. Don't bother with Code4Lib jobs - but definitely go to their conferences and local meetups.
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