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ICICI Securities Data Scientist Interview Questions, Process, and Tips
Updated
24 Jul 2024
Top ICICI Securities Data Scientist Interview Questions and Answers
- Q1. Have you worked on customer segmentation?
- Q2. Functions of pandas library, such as get_dummies()
- Q3. Explain any Data Science project
3 ICICI Securities Data Scientist Interview Experiences
10 questions found
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Popular
I applied via Naukri.com and was interviewed in Jan 2021.
3 Interview Rounds
Interview Questions
- Q1. Questions were mainly based on past role and work experience
Add Answer
- Q2. Have you worked on customer segmentation?
View Answers (1)
- Q3. In depth interview on tools worked upon
Add Answer
Interview Preparation Tips
Interview preparation tips for other job seekers - Give genuine answers of you have not worked on any of the tools feel free to tell the same. That won't affect your interview.
Interview experience
Good
Difficulty level
Moderate
Duration
Less than 2 weeks
Result
Selected
I applied via Campus Placement and was interviewed before Jul 2023.
1 Interview Round
1
Technical Round (4 Questions)
- Q1. Explain any Data Science project View Answers (1)
- Q2. Types of Error in Statistics View Answers (1)
- Q3. Types of Machine learning models View Answers (1)
- Q4. Functions of pandas library, such as get_dummies() View Answers (1)
Interview Preparation Tips
Interview preparation tips for other job seekers - On campus interview, Be confident, be good at project explaination.
Skills evaluated in this interview
Get interview-ready with top interview questions
Interview experience
Good
Difficulty level
Moderate
Duration
4-6 weeks
Result
Selected
I applied via Recruitment Consulltant and was interviewed before May 2023.
2 Interview Rounds
1
Technical Round (2 Questions)
- Q1. Machine learning algorithms View Answers (1)
- Q2. SQL basics and basic knowledge of security products Add Answer
2
HR Round (1 Question)
- Q1. Very lengthy process and delayed a lot Add Answer
Skills evaluated in this interview
Top trending discussions
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Interview Tips & Stories
2w (edited)
a consultant
Alternate documents for Employee verification?
My new employer asked for my previous offer letters and salary slips. When I inquired, they said it was for background verification.
However, I feel that providing these documents might affect salary negotiations, and it feels a bit unethical too.
What alternative documents can I provide for employment verification?
Got a question about ICICI Securities?
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Interview questions from similar companies
Interview experience
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 Add Answer
- Q2. How Embedding works in Vector Databases Add Answer
- Q3. Explain ARIMA model Add Answer
- Q4. How can we decide to choose Linear Regression for a business problem Add Answer
2
Technical Round (4 Questions)
- Q1. What is token and it's limit for Open Source LLMs Add Answer
- Q2. Difference of a Regression and Time Series problem Add Answer
- Q3. Advantage of LSTM over RNN Add Answer
- Q4. Performance Metrics for Logistic Regression Add Answer
Data Scientist Interview Questions
Commonwealth Bank of Australia, India
Anonymous
posted on 11 Dec 2024
Interview experience
Good
Difficulty level
Moderate
Duration
-
Result
-
I applied via Recruitment Consulltant and was interviewed in Nov 2024.
1 Interview Round
1
Technical Round (2 Questions)
- Q1. Detailed project questions Add Answer
- Q2. Explain completed gen ai project View Answers (1)
Interview experience
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 Add Answer
3
Technical Round (1 Question)
- Q1. Case study for problem solving Add Answer
Rohan Soni
Interview experience
Excellent
Difficulty level
-
Duration
-
Result
-
1 Interview Round
1
Technical Round (2 Questions)
- Q1. How do you define model Gini? View Answers (1)
- Q2. How to you train XG boost model View Answers (1)
Skills evaluated in this interview
Data Scientist Interview Questions
Motilal Oswal Financial Services
Ravindra Kumar Pandey
posted on 7 May 2024
Interview experience
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? View Answers (1)
- Q2. What is LSTM?, and what are the gates in it? View Answers (1)
- 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. Add Answer
- Q4. What is t-test? What is Mean, Median and Mode and where to use these? View Answers (1)
- Q5. What is RANDOM FOREST ? View Answers (1)
Interview Preparation Tips
Topics to prepare for Motilal Oswal Financial Services Data Scientist interview:
- Machine Learning
- Statistics
- Pandas
Interview experience
Poor
Difficulty level
Easy
Duration
Less than 2 weeks
Result
No response
I applied via Campus Placement and was interviewed in Nov 2023.
2 Interview Rounds
1
One-on-one Round (2 Questions)
- Q1. Tell me about your projects Add Answer
- Q2. What do you know about mutual funds View Answers (1)
2
HR Round (2 Questions)
- Q1. Do you have prior experience with ML Add Answer
- Q2. What are your long term plans Add Answer
Interview Preparation Tips
Interview preparation tips for other job seekers - I'll advice not to go for second rate companies like these.
Interview experience
Good
Difficulty level
-
Duration
-
Result
-
1 Interview Round
1
Technical Round (1 Question)
- Q1. Asked about ml algos Add Answer
ICICI Securities Interview FAQs
How many rounds are there in ICICI Securities Data Scientist interview?
ICICI Securities interview process usually has 1-2 rounds. The most common rounds in the ICICI Securities interview process are Technical and HR.
What are the top questions asked in ICICI Securities Data Scientist interview?
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ICICI Securities Interviews By Designations
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People are getting interviews through
based on 3 ICICI Securities interviews
Job Portal
Campus Placement
33%
33%
34% candidates got the interview through other sources.
Moderate
Confidence
?
Moderate Confidence means the data is based on a sufficient number of responses received from the candidates
Data Scientist Interview Questions from Similar Companies
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ICICI Securities Data Scientist Reviews and Ratings
based on 3 reviews
Rating in categories
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279
salaries
| ₹3 L/yr - ₹8.1 L/yr |
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