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McKinsey & Company Data Science Intern Interview Questions and Answers for Freshers

Updated 7 Feb 2022

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Data Science Intern Interview Questions

user image CodingNinjas

posted on 7 Feb 2022

I was interviewed before Feb 2021.

3 Interview Rounds

1

Coding Test Round (1 Question)

Round duration - 90 Minutes
Round difficulty - Medium

The test is divided into 3 sections:
1. R coding.
2. Python coding. This section includes NumPy and scikit questions.
3. Statistics. This section includes T-tests, Anova regression distributions, and chi-square.
Each section has roughly 12 questions. The number of questions and difficulty is not set in advance, the test is adaptive. The more correct answers you give, the more the questions get tougher. The qualification does not depend upon the number of questions solved, rather on the difficulty level you can achive.

  • Q1. Complete the Code Complete the function to find the value in a specified categorical column with the highest average of a specified numeric column. import panda...read more
2

Face to Face Round (1 Question)

Round duration - 60 Minutes
Round difficulty - Hard

  • Q1. Rotate matrix by 90 degrees You are given a square matrix of non-negative integers 'MATRIX'. Your task is to rotate that array by 90 degrees in an anti-...read more
3

HR Round (1 Question)

Round duration - 30 Minutes
Round difficulty - Medium

  • Q1. Basic HR Questions

    How was your interview experience so far?
    Why do you want to join us?
    Are you a leader or a follower?

Interview Preparation Tips

Professional and academic backgroundI completed Computer Science Engineering from Sharda University. Eligibility criteriaDegree in economics, mathematics, statistics, physics, or a related field. Final and Pre-Final Year eligible, Above 8 CGPAMcKinsey & Company interview preparation:Topics to prepare for the interview - Python, R, Statistics, Numpy, Pandas, Scikit-Learn, Regression, Clustering, Classification, Supervised & Unsupervised LearningTime required to prepare for the interview - 3 monthsInterview preparation tips for other job seekers

Tip 1 : Have in-depth knowledge of data-frame manipulation using Pandas
Tip 2 : Learn all NumPy array methods 
Tip 3 : Good working knowledge about Scikit Learn

Application resume tips for other job seekers

Tip 1 : Have 2-3 good projects on Machine Learning or Data Science preferably in Python.
Tip 2 : List only those skills which you are good at.

Final outcome of the interviewRejected

Skills evaluated in this interview

Interview questions from similar companies

Data Scientist Interview Questions

ZS user image Anonymous

posted on 18 Oct 2024

Interview experience
3
 Average
Difficulty level
 -
Duration
 -
Result
 -

2 Interview Rounds

1

Coding Test Round

It was on HackerRank

2

Case Study Round

Building a reward points model.

Interview experience
3
 Average
Difficulty level
 -
Duration
 -
Result
 -

1 Interview Round

1

Technical Round (2 Questions)

  • Q1. About BER GPT and transformers
  • Q2. Natural language processing
Interview experience
3
 Average
Difficulty level
 Moderate
Duration
 Less than 2 weeks
Result
 Not Selected

I applied via LinkedIn and was interviewed in Mar 2024.

1 Interview Round

1

Coding Test Round

More about python and SQL coding

Interview Preparation Tips

Topics to prepare for Ernst & Young Data Scientist interview:
  • Python
  • SQL
Interview preparation tips for other job seekers - Focus on python programming
Good knowledge of different data types

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