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BCG Data Analyst Intern Interview Questions and Answers for Freshers

Updated 16 Jul 2024

1 interview found

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Data Analyst Intern Interview Questions

user image Namita

posted on 16 Jul 2024

Interview experience
5
 Excellent
Difficulty level
 Moderate
Duration
 Less than 2 weeks
Result
Selected  Selected

I applied via Approached by Company and was interviewed before Jul 2023.

4 Interview Rounds

1

Aptitude Test Round

SQL, Machine Learning, Probability

2

Technical Round (2 Questions)

  • Q1. Machine Learning Concepts
  • Q2. Gradient Descent
3

One-on-one Round (2 Questions)

  • Q1. Project Related Questions
  • Q2. Resume Based Questions
4

HR Round (1 Question)

  • Q1. Just sharing pleasantries

Interview Preparation Tips

Topics to prepare for BCG Data Analyst Intern interview:
  • Machine Learning
  • SQL
  • Python
Interview preparation tips for other job seekers - Be authentic, prepare well and be thorough with your resume.

Interview questions from similar companies

Interview experience
3
 Average
Difficulty level
 Moderate
Duration
 Less than 2 weeks
Result
 Not Selected

I applied via LinkedIn and was interviewed in Jan 2024.

2 Interview Rounds

1

Aptitude Test Round

Time series and regression

2

Group Discussion Round

Queries and commands

Interview Preparation Tips

Interview preparation tips for other job seekers - Focus on power bi
Interview experience
5
 Excellent
Difficulty level
 Moderate
Duration
 2-4 weeks
Result
 Not Selected

I applied via Referral and was interviewed in Jul 2023.

3 Interview Rounds

1

Resume Shortlist Round

Pro Tip by AmbitionBox:
Keep your resume crisp and to the point. A recruiter looks at your resume for an average of 6 seconds, make sure to leave the best impression.
View all tips
2

Aptitude Test Round

There are 20 questions for apti round

3

Coding Test Round

10 coding with following output

Interview Preparation Tips

Topics to prepare for Ernst & Young Data Analyst Intern interview:
  • Alteryx
  • Advanced Excel
  • SQL

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
4
 Good
Difficulty level
 -
Duration
 -
Result
 -

5 Interview Rounds

1

Resume Shortlist Round

Pro Tip by AmbitionBox:
Don’t add your photo or details such as gender, age, and address in your resume. These details do not add any value.
View all tips
2

Aptitude Test Round

Basic Mathematics, Statistics questions

3

Group Discussion Round

Share thoughts on one topic for in 1 minute

4

One-on-one Round (2 Questions)

  • Q1. This is the technical round
  • Q2. 1. Regression analysis 2. R2 , adj R2 3. Statistics 4. Machine Learning
5

One-on-one Round (1 Question)

  • Q1. Basic Aptitude, quizzes, case study

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
Interview experience
3
 Average
Difficulty level
 Moderate
Duration
 Less than 2 weeks
Result
 Not Selected

I applied via LinkedIn and was interviewed in Jan 2024.

2 Interview Rounds

1

Aptitude Test Round

Time series and regression

2

Group Discussion Round

Queries and commands

Interview Preparation Tips

Interview preparation tips for other job seekers - Focus on power bi
Interview experience
4
 Good
Difficulty level
 Easy
Duration
 4-6 weeks
Result
Selected  Selected

I applied via Approached by Company and was interviewed before Oct 2022.

2 Interview Rounds

1

Resume Shortlist Round

Pro Tip by AmbitionBox:
Properly align and format text in your resume. A recruiter will have to spend more time reading poorly aligned text, leading to high chances of rejection.
View all tips
2

One-on-one Round (2 Questions)

  • Q1. What do you use the separate lines in standard output in c++?
  • Q2. How do double linked list work? What is the difference between linked list and double linked list?

Interview Preparation Tips

Interview preparation tips for other job seekers - Be proactive and join competition hold by the companies, they will hire people from it. Like I joined the ey dna challenge where we have to use python and PyTorch to analyse Australia Fire, then to predict the fire by current timeframe, we won the first prize and got the intern offer at last.
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

BCG Interview FAQs

How many rounds are there in BCG Data Analyst Intern interview for freshers?
BCG interview process for freshers usually has 4 rounds. The most common rounds in the BCG interview process for freshers are Aptitude Test, Technical and One-on-one Round.
What are the top questions asked in BCG Data Analyst Intern interview for freshers?

Some of the top questions asked at the BCG Data Analyst Intern interview for freshers -

  1. Machine Learning Conce...read more
  2. Project Related Questi...read more
  3. Resume Based Questi...read more

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