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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
Has anyone else begun to resent data science?
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Which industry?
The offer is good. G’luck on the jump mate
Have you been offered that number or are you seeking that number? I don't know whether a Canadian startup can offer that amount. Pretty steep base for Canada
In my experience in, that is a pretty high base for Canada. So I doubt others would beat it. 230 base in Canada is typically a pretty senior level base (exceeding 15-20 YOE).