McKinsey Data Scientist Interview Guide

Overview

Getting ready for an Data Scientist interview at McKinsey? The McKinsey Data Scientist interview span across 10 to 12 different question topics. In preparing for the interview:

  • Know what skills are necessary for McKinsey Data Scientist roles.
  • Gain insights into the Data Scientist interview process at McKinsey.
  • Practice real McKinsey Data Scientist interview questions.

Interview Query regularly analyzes interview experience data, and we’ve used that data to produce this guide, with sample interview questions and an overview of the McKinsey Data Scientist interview.

McKinsey Data Scientist Salary

$120,107

Average Base Salary

$137,581

Average Total Compensation

Min: $82K
Max: $167K
Min: $68K
Max: $200K

View the full Data Scientist at Mckinsey & Company salary guide

McKinsey Data Scientist Interview Process

Typically, interviews at McKinsey vary by role and team, but commonly Data Scientist interviews follow a fairly standardized process across these question topics.

We’ve gathered this data from parsing thousands of interview experiences sourced from members.

McKinsey Data Scientist Interview Questions

Practice for the McKinsey Data Scientist interview with these recently asked interview questions.

Question
Topics
Difficulty
Frequency
Probability
Hard
Pandas
SQL
R
Easy
Machine Learning
Statistics
Easy
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McKinsey Data Scientist Discussion Posts

Read interview experiences and salary posts in preparation for your next interview.

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1
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CVS Health Mid-Level Data Scientist | $130,000
Data Scientist
?
AnonymousFebruary 17, 20230 comments
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1
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Confluent Entry Level Data Scientist | $186,000
Confluent
Data Scientist
?
AnonymousFebruary 16, 20230 comments
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1
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Illumina Entry Level Data Scientist | $104,000
Data Scientist
?
AnonymousJanuary 20, 20230 comments

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