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today I choose violence

Got messaged by a C3 . ai recruiter. Read that wlb is bad and that the interview process is absurdly long, but the Glassdoor reviews are 4.2 and can't find actual hours worked posted by anyone. How's the culture really? I'd be aiming for DS consulting, something more functional but with DS/ML concepts as my differentiator.
C3.ai, Inc.
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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It can vary, there’s different type of treasury work. Some are more forecast and fpa related (cash pooling and cash positioning forecast to stay on top of potential funding situations and keep track of fx or investments), others are more operational (approve wires, monitor fraud, cash applications, work closely with AP and ar). Some treasury teams manage their own intercompany netting -this can be a whole thing for a large enough firm.
I think treasury is a great place to get experience.