I would also be a bit hesitant about job prospects. My last job was at a large nonprofit in SF on their data team, and both my boss and my only non-contractor

I would also be a bit hesitant about job prospects. My last job was at a large nonprofit in SF on their data team, and both my boss and my only non-contractor coworker were PhDs who fled academia. Salaries for the tech teams in general were 25-50% below market and overtime was high, and there were still PhDs taking these jobs.