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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
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You’ll always be step 1 as a term clerk. It’s not worth worrying about how it’s calculated unless you’re a long term JS employee. Make sure you’re looking at the salary for your specific region as well (or rest of the US if your region doesn’t have a specific pay scale).
No problem. Make sure you get credit for everything that can possibly count as experience for purposes of calculating your grade. The difference between JS grades is really significant now.