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ICICI Bank Data Scientist Interview Questions and Answers for Experienced

Updated 25 Mar 2024

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Data Scientist Interview Questions

user image Anonymous

posted on 25 Mar 2024

Interview experience
4
 Good
Difficulty level
 -
Duration
 -
Result
 -

I applied via Campus Placement

2 Interview Rounds

1

Aptitude Test Round

It was okay as the interview was scheduled on time.

2

Technical Round (1 Question)

  • Q1. They asked questions in the interview Including Python, Machine learning, SQL, Power BI

Interview questions from similar companies

Interview experience
3
 Average
Difficulty level
 Moderate
Duration
 4-6 weeks
Result
 No response

I applied via Naukri.com and was interviewed in Mar 2024.

3 Interview Rounds

1

One-on-one Round (3 Questions)

  • Q1. Machine learning algorithms.
  • Q2. Credit risk life cycle
  • Q3. Pandas related questions
2

One-on-one Round (3 Questions)

  • Q1. Steps of developing a credit risk model
  • Q2. Pandas related questions
  • Q3. Bagging and Boosting
3

One-on-one Round (3 Questions)

  • Q1. Explain AIC and BIC
  • Q2. Difference between xgboost and lightgbm
  • Q3. Bagging and boosting
Interview experience
4
 Good
Difficulty level
 -
Duration
 -
Result
 -

1 Interview Round

1

Technical Round (1 Question)

  • Q1. Focus was on SQL, projects done so far, Machine Learning and Stats
Interview experience
5
 Excellent
Difficulty level
 -
Duration
 -
Result
 -

1 Interview Round

1

Technical Round (2 Questions)

  • Q1. Logistic regression loss function
  • Q2. Step function in ML context
Interview experience
5
 Excellent
Difficulty level
 Moderate
Duration
 4-6 weeks
Result
Selected  Selected

I applied via Naukri.com and was interviewed before May 2023.

2 Interview Rounds

1

Aptitude Test Round

Test was conducted on datacamp assessments. Overall, there were three tests.
1. Stats test
2. ML test
3. Python/coding test

2

One-on-one Round (1 Question)

  • Q1. Questions on ML techniques and practices, how to handle large data in python, lots of logical questions and handling overfitting, underfitting, etc in model bui...read more

Interview Preparation Tips

Topics to prepare for HDFC Bank Data Scientist interview:
  • machine learning
  • python
Interview preparation tips for other job seekers - Learn about ML topics and commonly faced problems.
Interview experience
3
 Average
Difficulty level
 Moderate
Duration
 4-6 weeks
Result
 No response

I applied via Naukri.com and was interviewed in Mar 2024.

3 Interview Rounds

1

One-on-one Round (3 Questions)

  • Q1. Machine learning algorithms.
  • Q2. Credit risk life cycle
  • Q3. Pandas related questions
2

One-on-one Round (3 Questions)

  • Q1. Steps of developing a credit risk model
  • Q2. Pandas related questions
  • Q3. Bagging and Boosting
3

One-on-one Round (3 Questions)

  • Q1. Explain AIC and BIC
  • Q2. Difference between xgboost and lightgbm
  • Q3. Bagging and boosting
Interview experience
4
 Good
Difficulty level
 -
Duration
 -
Result
 -

1 Interview Round

1

Technical Round (1 Question)

  • Q1. Focus was on SQL, projects done so far, Machine Learning and Stats
Interview experience
5
 Excellent
Difficulty level
 -
Duration
 -
Result
 -

1 Interview Round

1

Technical Round (2 Questions)

  • Q1. Logistic regression loss function
  • Q2. Step function in ML context
Interview experience
5
 Excellent
Difficulty level
 Moderate
Duration
 4-6 weeks
Result
Selected  Selected

I applied via Naukri.com and was interviewed before May 2023.

2 Interview Rounds

1

Aptitude Test Round

Test was conducted on datacamp assessments. Overall, there were three tests.
1. Stats test
2. ML test
3. Python/coding test

2

One-on-one Round (1 Question)

  • Q1. Questions on ML techniques and practices, how to handle large data in python, lots of logical questions and handling overfitting, underfitting, etc in model bui...read more

Interview Preparation Tips

Topics to prepare for HDFC Bank Data Scientist interview:
  • machine learning
  • python
Interview preparation tips for other job seekers - Learn about ML topics and commonly faced problems.

ICICI Bank Interview FAQs

How many rounds are there in ICICI Bank Data Scientist interview for experienced candidates?
ICICI Bank interview process for experienced candidates usually has 2 rounds. The most common rounds in the ICICI Bank interview process for experienced candidates are Aptitude Test and Technical.
How to prepare for ICICI Bank Data Scientist interview for experienced candidates?
Go through your CV in detail and study all the technologies mentioned in your CV. Prepare at least two technologies or languages in depth if you are appearing for a technical interview at ICICI Bank. The most common topics and skills that interviewers at ICICI Bank expect are Data Science, Python, R, SQL and Data Analytics.
What are the top questions asked in ICICI Bank Data Scientist interview for experienced candidates?

Some of the top questions asked at the ICICI Bank Data Scientist interview for experienced candidates -

  1. They asked questions in the interview Including Python, Machine learning, SQL, ...read more
  2. Basic questions based on cv. Questions based on python,SQL,ML algorit...read more

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