Got invited for data scientist interview under FSO advanced analytics team with EY. Is it gonna be very technical? JD highlights NLP but I don’t have related experience. Any tip is much appreciated!
EY PwC Deloitte KPMG

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Yes its a technical role with focus on NLP and other ML techniques. You don’t need related experience but definitely solid understanding of concepts

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Its not a live coding interview but expect to walkthrough an ML project end to end. Know why you picked a given algorithm, detail how it was evaluated, what made its prediction good/bad and how it would be described to a business person.

I wouldn’t suggest going too deep into coding languages but drop a few libraries you’ve used and mention how you manage code (eg git) plus how it’s designed for reproducibility (eg docker).

Cloud platforms are a nice to know and I typically assume SQL is proficient unless there’s no mention at which point I’d inquire a bit.

Rest Is just you speaking confidently and clearly to demonstrate you know your stuff.

- interviewer for our analytics group

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Any idea in terms of comp?

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