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Hi there. Ex Deloitte Sr Mgr here, currently in tech pre sales (SaaS / MarTech). Recently spoke to both Salesforce and Adobe recruiters for roles that I thought were lateral moves (Sr SA / Sr SC), therefore I did not proceed with the selection process. The recruiters from both companies told me they typically hire at that level, and people are considered for promotion to Principal in 1 to 2 years. I found that odd. Is that right? What’s the typical TC for SAs and SCs there? (15+ yrs exp).
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How’s everyone holding up?
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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.
What is a data lake in basic terms?
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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Say you have hands on PE experience and never refer to it as anything but PE experience. Say you miss all the advanced modeling you did in your engineering studies and want to return to working on pushing the boundaries of what is theoretically possible vs toiling on reproduce tasks day in and day out. If they fall for it you’re in
Also quants are dead btw that happened in like the year 2000, most the ex quanta I know work as data consultants now, there’s not much money left in being a pure quant, just engineering the code bases