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Hi Fishes,
Many peoples saying product based company will pay more than service based company.
But I think nowadays service based companies are paying more than services based.
Actually Tiaa global business services is product based company but not even ready to match the offer. Before interview they are ready to give package but once interview get cleared they will not ready to pay package based on your expectation.
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today I choose violence

Thought this was interesting. Across 160 teams of researchers, just about all failed to make good life outcome predictions on things like GPA, evictions, layoffs, and others. Data followed 4.5k families across 15 years, with 13k features (varied over time). Haven't looked at it directly yet, but will be turning the docs and data inside out... In the meantime, authors claim this as showing the limits of ML. Oh, and it's published in PNAS, so you know there's some big publication energy there.
https://www.pnas.org/content/117/15/8398
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Levels.fyi will be your friend on this one. I don’t work there but have colleagues who moved there for DS and PM roles after faang/product based roles in tech leaning financial orgs like cap one. They all seem to like it and it seems like a pretty good mix of technical + client facing if you want that all the way to heads down development with no client facing responsibility.