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Preparation for data science consulting

artificial intelligence
New answer on Jan 06, 2024
4 Answers
283 Views
Michèle asked on Jan 02, 2024

Hey, is anyone preparing for a data science consulting role where they test technical business cases? If so, would you be interested in practicing together?

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Florian
Expert
Content Creator
replied on Jan 03, 2024
Highest-rated McKinsey coach (ratings, offers, sessions) | 500+ offers | Author of The 1% & Consulting Career Secrets

Hey there,

I would recommend you check out two things:

1. Case Interviews in general

2. Interviews like the McKinsey Technical Expertise Interview

Learning how both work can help you with your current recruiting challenge (even if you are not directly applying with McKinsey).

For cases, look for relevant examples that combine data science principles with business applications. For the way to approach these, the same principles apply as they do for a normal case.

The technical interview typically involves an in-depth exploration of technical topics, data analysis, and YOUR application in solving real-world business challenges. It’s not just about understanding algorithms and data structures, but also about leveraging these tools to extract meaningful business insights. 

All the best,

Florian

 

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Cristian
Expert
Content Creator
replied on Jan 03, 2024
#1 rated MBB & McKinsey Coach

Hi Michele,

I've worked with a couple of candidates who were applying for DS roles in consulting so I can share a case example if that helps. Reach out over DMs. 

I also encourage you to discuss with HR what type of cases you can expect during the interview. From my experience, for DS interviews, they will have the regular consulting interview format PLUS a technical interview where they will want to test your DS knowledge. The better you understand what the expectations are, the more tailored you can be with your prep.

Best,
Cristian

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Alberto
Expert
Content Creator
replied on Jan 06, 2024
Ex-McKinsey Associate Partner | +15 years in consulting | +200 McKinsey 1st & 2nd round interviews

Hi Michèle,

If you are targeting McKinsey, send me a message. I used to interview data scientist profiles and I am very familiar with the process. 

Plus, I can connect you with some former data scientist colleagues at McKinsey who can guide you on the more technical part.

Best,

Alberto

Check out my latest case based on a real MBB interview: Sierra Springs

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Ian
Expert
Content Creator
replied on Jan 03, 2024
#1 BCG coach | MBB | Tier 2 | Digital, Tech, Platinion | 100% personal success rate (8/8) | 95% candidate success rate

Hey Michele!

Not quite the right forum. Reddit/Fishbowl/Glassdoor will probably serve you better :)

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Florian gave the best answer

Florian

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Highest-rated McKinsey coach (ratings, offers, sessions) | 500+ offers | Author of The 1% & Consulting Career Secrets
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