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N+A Data Scientist Interview Questions and Answers

Updated 3 Sep 2024

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Data Scientist Interview Questions

user image Anonymous

posted on 3 Sep 2024

Interview experience
5
 Excellent
Difficulty level
 -
Duration
 -
Result
 -

1 Interview Round

1

HR Round (2 Questions)

  • Q1. Ready to relocate
  • Q2. Ready to take flexi pay

Interview Preparation Tips

Interview preparation tips for other job seekers - Nna

Interview questions from similar companies

Interview experience
4
 Good
Difficulty level
 Moderate
Duration
 Less than 2 weeks
Result
 No response

I applied via Referral and was interviewed in Nov 2024.

2 Interview Rounds

1

Technical Round (4 Questions)

  • Q1. Types of Chunking in data preparation in RAG
  • Q2. How Embedding works in Vector Databases
  • Q3. Explain ARIMA model
  • Q4. How can we decide to choose Linear Regression for a business problem
2

Technical Round (4 Questions)

  • Q1. What is token and it's limit for Open Source LLMs
  • Q2. Difference of a Regression and Time Series problem
  • Q3. Advantage of LSTM over RNN
  • Q4. Performance Metrics for Logistic Regression
Interview experience
4
 Good
Difficulty level
 Moderate
Duration
 Less than 2 weeks
Result
 Not Selected

I applied via LinkedIn and was interviewed in Jul 2024.

3 Interview Rounds

1

Assignment Round

Assignment on credit risk

2

Technical Round (1 Question)

  • Q1. Hyperparameter tuning
3

Technical Round (1 Question)

  • Q1. Case study for problem solving
Interview experience
5
 Excellent
Difficulty level
 -
Duration
 -
Result
 -

1 Interview Round

1

Technical Round (2 Questions)

  • Q1. How do you define model Gini?
  • Q2. How to you train XG boost model

Skills evaluated in this interview

Interview experience
5
 Excellent
Difficulty level
 -
Duration
 -
Result
 -

2 Interview Rounds

1

Coding Test Round

I was asked Python, sql, coding questions

2

Case Study Round

Case study on how would you identify the total number of footfall on a airport

Interview experience
4
 Good
Difficulty level
 Moderate
Duration
 -
Result
 No response

I applied via Job Portal and was interviewed in Nov 2023.

1 Interview Round

1

One-on-one Round (5 Questions)

  • Q1. What is Gradient Descents?
  • Q2. What is LSTM?, and what are the gates in it?
  • Q3. They gave me a link to dataset and started saying the operations to apply on that. E.g, value_counts, null_values, fill the values with mean,etc.
  • Q4. What is t-test? What is Mean, Median and Mode and where to use these?
  • Q5. What is RANDOM FOREST ?

Interview Preparation Tips

Topics to prepare for Motilal Oswal Financial Services Data Scientist interview:
  • Machine Learning
  • Statistics
  • Pandas
Interview experience
4
 Good
Difficulty level
 -
Duration
 -
Result
 -

1 Interview Round

1

One-on-one Round (1 Question)

  • Q1. What is cross validation ?

Skills evaluated in this interview

Interview experience
5
 Excellent
Difficulty level
 Moderate
Duration
 2-4 weeks
Result
Selected  Selected

I applied via Company Website and was interviewed before Aug 2023.

2 Interview Rounds

1

Technical Round (2 Questions)

  • Q1. What is Bert and transformer
  • Q2. NLP pre processing techniques
2

HR Round (2 Questions)

  • Q1. Basic questions
  • Q2. Strength weakness

Skills evaluated in this interview

Interview experience
5
 Excellent
Difficulty level
 -
Duration
 -
Result
 -

1 Interview Round

1

Aptitude Test Round

Good round take aptitude test. Prepare very well and try to solve leet code problems and also practice available aptitude questions bank available in google

Data Scientist Interview Questions

Citicorp user image Anonymous

posted on 19 Apr 2024

Interview experience
4
 Good
Difficulty level
 -
Duration
 -
Result
 -

I was interviewed before Apr 2023.

2 Interview Rounds

1

Technical Round (1 Question)

  • Q1. Basic statistics
2

Technical Round (1 Question)

  • Q1. Project related

Interview Preparation Tips

Interview preparation tips for other job seekers - Donot join citi....no job security at all...I joined and was thrown in 3months due to their restructuring and budget issues.very bad management

N+A Interview FAQs

How many rounds are there in N+A Data Scientist interview?
N+A interview process usually has 1 rounds. The most common rounds in the N+A interview process are HR.
What are the top questions asked in N+A Data Scientist interview?

Some of the top questions asked at the N+A Data Scientist interview -

  1. Ready to take flexi ...read more
  2. Ready to reloc...read more

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N+A Data Scientist Salary
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based on 2 reviews

4.4/5

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4.4

Skill development

4.4

Work-Life balance

4.4

Salary & Benefits

3.7

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Company culture

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