{ "media_type": "text", "post_content": "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!\nEY PwC Deloitte KPMG", "post_id": "61e1f7caa24fc700370f28d1", "reply_count": 4, "vote_count": 4, "bowl_id": "5fdbeef07748c5001ae5543a", "bowl_name": "Career Advice for Students", "feed_type": "bowl" }

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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