Tech IndustryNov 28, 2019
Amazonmr-smith

Does Google SWE -> ML Scientist REALLY happen?

At Amazon, I've seen a few people transition from SDE to Applied Scientist. The latter is Amazon's research/science role. Of course, the SDEs were all working on ML-heavy teams with a lot of science in their day to day work. Does that sort of thing happen at Google? What are the research positions at Google? Do you know of any cases where people have transitioned from software engineering to science? I really don't have a sense of the science structure at Google.

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Google KUwQ28 Nov 28, 2019

Yep, have seen this happen first hand. Not sure I can offer any advice but it definitely happens. There's some truth to the claim that, in a research-focused team, there's not a big difference between SWEs and RSs though.

Google anil_ Nov 28, 2019

Why would your want to do that though? It's extremely hard to get a promo on that track.

Amazon mr-smith OP Nov 28, 2019

Why is that? Need a lot of publications?

Google anil_ Nov 28, 2019

Creating a product using existing frameworks is easier than inventing new techniques.

Apple Icml2017 Nov 28, 2019

I know of one person who did this kind of a transfer in Google. But it depends on your background as well. Even though that guy started as a Software Engineer, he had strong background in CV/ML with very good publications in top tier conferences.

E*Trade cbEV72 Nov 28, 2019

Yiu don’t want to be in a place where your progress depends on publications. It’s like academia. Fuck it, the worst environment a human can be. The industry emulating academia must be even worse

Google anil_ Nov 28, 2019

It's not that bad once you figure out the game.