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> You absolutely do not need a PhD for industry unless you want an R&D job in a handful of domains.

I know Phd.s at {MSFT, Google, Uber, Deepmind, GE, P+G} research divisions. I don't know anyone who works at those who does not have a doctorate. So I would say this applies to more than 'a handful of domains' -- If you want to do research, you should plan on having a doctorate, even in industry. The majority of data scientists I know have doctorates, even if that strikes me as (generally) overkill.

Otherwise, I agree with the rest of your statements.



I know people who work at those research divisions (they work with neural networks) without a PhD. So I just falsified your claim.


Well yes, barriers to entry do get lower when markets are hot. What qualification do these guys you know have?




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