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Exl India Senior Data Scientist Interview Questions and Answers

Updated 21 Sep 2024

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Senior Data Scientist Interview Questions

user image Anonymous

posted on 21 Sep 2024

Interview experience
2
 Poor
Difficulty level
 Moderate
Duration
 2-4 weeks
Result
Selected  Selected

I was interviewed before Sep 2023.

1 Interview Round

1

One-on-one Round (4 Questions)

  • Q1. SQL coding based case study
  • Q2. Python questions coding and theory
  • Q3. Window functions
  • Q4. Case when coding question

Interview Preparation Tips

Interview preparation tips for other job seekers - Check well what the project will be about. Not many analytics projects. Mostly reporting work. Not a good firm to join for hardcore analytics professionals.

Interview questions from similar companies

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

I applied via Approached by Company and was interviewed in Sep 2024.

1 Interview Round

1

Technical Round (2 Questions)

  • Q1. Gave one easy question and asked what will be the output
  • Q2. Leetcode 2 sum question

Interview Preparation Tips

Interview preparation tips for other job seekers - I was pretty much sure that I would pass L1 round and hoping for L2 round. I was interviewing for Generative AI Engineer. It was full 1 hr. The interviewer was less experienced than me. He asked me about my current work and focused more on previous work. I gave 80% correct answers and still did not make it. Don't know what they were expecting from me. Then I thought, maybe they are just taking the interview for the name sake. Sometimes, rejections are baseless.
Interview experience
1
 Bad
Difficulty level
 Moderate
Duration
 -
Result
 Not Selected

I applied via LinkedIn and was interviewed in Jul 2024.

1 Interview Round

1

Technical Round (7 Questions)

  • Q1. Difference between attention and self attention
  • Q2. Project related questions
  • Q3. Feature engineering
  • Q4. Handling null values
  • Q5. Handling imbalanced training data
  • Q6. Overfitting optimize
  • Q7. What is text embeddings

Interview Preparation Tips

Interview preparation tips for other job seekers - The interviewer wanted bookish answers and was kinda rude for no reason and wasn't interested in listening

Skills evaluated in this interview

Interview experience
4
 Good
Difficulty level
 Moderate
Duration
 2-4 weeks
Result
Selected  Selected

I applied via Company Website and was interviewed in Jun 2024.

3 Interview Rounds

1

Technical Round (4 Questions)

  • Q1. Question From Regression, classification and clustering Algorithm.
  • Q2. Bagging and boosting
  • Q3. How to handel less dataset for regression problems
  • Q4. Python Coding and some scenario based ML question.
2

One-on-one Round (2 Questions)

  • Q1. Question from My project and mentioned skills in resume
  • Q2. How will you lead team and what your ways.
3

HR Round (1 Question)

  • Q1. Salary and Notice period

Interview Preparation Tips

Interview preparation tips for other job seekers - Be crips in your resume and have good confidence to express yourself.

Skills evaluated in this interview

Interview experience
4
 Good
Difficulty level
 Hard
Duration
 Less than 2 weeks
Result
Selected  Selected

I applied via Recruitment Consulltant and was interviewed in Jul 2024.

3 Interview Rounds

1

Technical Round (1 Question)

  • Q1. Deep questions about Machine learning, Deep learning, Generative AI, the working of transformers etc.
2

Technical Round (1 Question)

  • Q1. Deep questions about Machine learning and deep learning with projects done. This was a client round.
3

HR Round (1 Question)

  • Q1. Salary discussion, project discussion, why change? Why Wipro
Interview experience
3
 Average
Difficulty level
 -
Duration
 -
Result
 -

1 Interview Round

1

One-on-one Round (1 Question)

  • Q1. Basics of Machine Learning, Gradient Descent, Trade-off, etc.
Interview experience
5
 Excellent
Difficulty level
 Easy
Duration
 Less than 2 weeks
Result
Selected  Selected

I applied via Campus Placement and was interviewed before Aug 2023.

4 Interview Rounds

1

Aptitude Test Round

It was based on logical reasoning and verbal along with speech recognition

2

Coding Test Round

Python based basic questions like sort find maximum

3

Technical Round (1 Question)

  • Q1. They asked all the questions based on my projects.
4

HR Round (1 Question)

  • Q1. Simple he procedure
Interview experience
4
 Good
Difficulty level
 Easy
Duration
 4-6 weeks
Result
Selected  Selected

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

1 Interview Round

1

Technical Round (4 Questions)

  • Q1. What is F Score
  • Q2. What is TFIDF in NLP
  • Q3. What is cosine similarity
  • Q4. How do you generate embeddings

Skills evaluated in this interview

Interview experience
4
 Good
Difficulty level
 Moderate
Duration
 -
Result
 -

1 Interview Round

1

Technical Round (1 Question)

  • Q1. Explain BERT Model Architecture and It differs form GPT

Interview Preparation Tips

Interview preparation tips for other job seekers - Know your Project well , what are problem you faced how you solved them techniques used concept behind the technique

Skills evaluated in this interview

I applied via Naukri.com and was interviewed in Jan 2022.

3 Interview Rounds

1

Technical Round (1 Question)

  • Q1. Almost everything from statistics to EDA & ML models
2

Technical Round (1 Question)

  • Q1. Mostly on projects I've already done, especially on last project and project of the interviewer
3

HR Round (6 Questions)

  • Q1. What are your salary expectations?
  • Q2. What is your family background?
  • Q3. Share details of your previous job.
  • Q4. Why should we hire you?
  • Q5. Why are you looking for a change?
  • Q6. Tell me about yourself.

Interview Preparation Tips

Interview preparation tips for other job seekers - learn basics correctly.
understand everything from your projects.
thats it..rock it

Exl India Interview FAQs

How many rounds are there in Exl India Senior Data Scientist interview?
Exl India interview process usually has 1 rounds. The most common rounds in the Exl India interview process are One-on-one Round.
What are the top questions asked in Exl India Senior Data Scientist interview?

Some of the top questions asked at the Exl India Senior Data Scientist interview -

  1. Case when coding quest...read more
  2. Python questions coding and the...read more
  3. SQL coding based case st...read more

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