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ICICI Lombard General Insurance Company Data Scientist Interview Questions and Answers

Updated 17 Sep 2024

ICICI Lombard General Insurance Company Data Scientist Interview Experiences

2 interviews found

Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(2 Questions)

  • Q1. Technical ML QUESTIONS
  • Q2. PYTHON QUESTIONS
Interview experience
2
Poor
Difficulty level
Easy
Process Duration
2-4 weeks
Result
No response

I applied via LinkedIn and was interviewed in Apr 2024. There was 1 interview round.

Round 1 - Technical 

(2 Questions)

  • Q1. 1) Formula for Precision and recall
  • Ans. 

    Precision = TP / (TP + FP), Recall = TP / (TP + FN)

    • Precision is the ratio of correctly predicted positive observations to the total predicted positive observations

    • Recall is the ratio of correctly predicted positive observations to the all observations in actual class

    • Example: If a model predicts 100 positive cases, out of which 80 are actually positive, precision = 80/100, recall = 80/total actual positive cases

  • Answered by AI
  • Q2. 2) Difference between R2 and adjusted R2
  • Ans. 

    R2 measures the proportion of variance explained by the model, while adjusted R2 adjusts for the number of predictors in the model.

    • R2 is the proportion of variance in the dependent variable that is predictable from the independent variables.

    • Adjusted R2 penalizes the addition of unnecessary predictors in the model, providing a more accurate measure of the model's goodness of fit.

    • R2 can increase even when adding irreleva...

  • Answered by AI

Interview Preparation Tips

Topics to prepare for ICICI Lombard General Insurance Company Data Scientist interview:
  • Machine Learning
  • STATISICS
  • Python
Interview preparation tips for other job seekers - Keep your basics clear

Skills evaluated in this interview

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Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Not Selected

I applied via Naukri.com and was interviewed in Aug 2024. There was 1 interview round.

Round 1 - One-on-one 

(2 Questions)

  • Q1. Whats is supervised learning
  • Ans. 

    Supervised learning is a type of machine learning where the model is trained on labeled data to make predictions or decisions.

    • Uses labeled data for training

    • Predicts outcomes based on input features

    • Examples include regression and classification algorithms

  • Answered by AI
  • Q2. What is unsupervised learning
  • Ans. 

    Unsupervised learning is a type of machine learning where the model is trained on unlabeled data without any predefined output labels.

    • No predefined output labels are provided for the training data

    • The model must find patterns and relationships in the data on its own

    • Common techniques include clustering and dimensionality reduction

    • Examples: K-means clustering, Principal Component Analysis (PCA)

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - do hard work

Skills evaluated in this interview

I applied via Walk-in and was interviewed before Sep 2020. There were 3 interview rounds.

Interview Questionnaire 

4 Questions

  • Q1. Introduce yourself?
  • Q2. What are the core principles of Information Security?
  • Ans. 

    The core principles of Information Security are confidentiality, integrity, and availability.

    • Confidentiality: ensuring that information is only accessible to authorized individuals

    • Integrity: maintaining the accuracy and completeness of information

    • Availability: ensuring that information is accessible to authorized individuals when needed

    • Examples: encryption, access controls, backups, disaster recovery plans

  • Answered by AI
  • Q3. What is Virus and Malware?
  • Ans. 

    Virus and malware are malicious software designed to harm computer systems and steal data.

    • Virus is a self-replicating program that attaches itself to clean files and spreads throughout the system.

    • Malware is a broader term that includes viruses, spyware, adware, and other malicious software.

    • Malware can be used to steal sensitive information, damage files, or take control of a computer.

    • Examples of malware include Trojan ...

  • Answered by AI
  • Q4. What will you do if your laptop gets infected by virus?
  • Ans. 

    I will immediately disconnect from the internet and run a virus scan to remove the virus.

    • Disconnect from the internet to prevent further spread of the virus

    • Run a virus scan using an updated antivirus software

    • If the virus cannot be removed, seek help from IT support

    • Regularly backup important files to prevent data loss

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Answer every question confidentally.Go through the job description very well.Prepare IT Security concepts thoroughly.Do not be nervous.

Skills evaluated in this interview

Interview Questionnaire 

1 Question

  • Q1. Why you want to come is insurance sector
  • Ans. 

    I am passionate about helping people protect their assets and loved ones through insurance.

    • I have a strong desire to help individuals and families plan for the unexpected.

    • I believe in the importance of financial security and peace of mind that insurance provides.

    • I am interested in the dynamic and evolving nature of the insurance industry.

    • I enjoy analyzing risks and finding solutions to mitigate them.

    • I have a background...

  • Answered by AI

Interview Preparation Tips

Round: Test
Experience: Aptitude & Reasoning

I applied via Campus Placement and was interviewed before Sep 2021. There was 1 interview round.

Round 1 - One-on-one 

(1 Question)

  • Q1. Basic details about you, how you convince customer to buy new policy, what will you do if customer not respond you and also dis respect you, etc

Interview Preparation Tips

Interview preparation tips for other job seekers - Be confident and stay clam while appearing for interview because they also check your patience
Round 1 - One-on-one 

(1 Question)

  • Q1. Last company experiance

Interview Preparation Tips

Interview preparation tips for other job seekers - Good job
Interview experience
3
Average
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
No response

I applied via Referral and was interviewed in Aug 2023. There were 3 interview rounds.

Round 1 - Resume Shortlist 
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
Round 2 - One-on-one 

(1 Question)

  • Q1. What do u mean by IRDAI
  • Ans. Indian Regulatory Development Authority of India
  • Answered Anonymously
Round 3 - HR 

(1 Question)

  • Q1. Introduce yourself

Interview Preparation Tips

Interview preparation tips for other job seekers - Don't be anxious to face the interview,always be confident in answering the interview
Round 1 - Group Discussion 

5 people including in gd

Round 2 - One-on-one 

(2 Questions)

  • Q1. What is your background
  • Q2. Why should we hire you

Interview Preparation Tips

Interview preparation tips for other job seekers - Good job , but timing is so strictly. You have to travel a lot
Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Aptitude Test 

All the questions are based on the MCQ , and the syllabus is covered python SQL Power BI

Round 2 - Coding Test 

Some questions from the Pandas Data Frame scenario based

Round 3 - One-on-one 

(1 Question)

  • Q1. Ask about work and coding

Interview Preparation Tips

Interview preparation tips for other job seekers - It's Good to start the carrier

ICICI Lombard General Insurance Company Interview FAQs

How many rounds are there in ICICI Lombard General Insurance Company Data Scientist interview?
ICICI Lombard General Insurance Company interview process usually has 1 rounds. The most common rounds in the ICICI Lombard General Insurance Company interview process are Technical.
How to prepare for ICICI Lombard General Insurance Company Data Scientist interview?
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 Lombard General Insurance Company. The most common topics and skills that interviewers at ICICI Lombard General Insurance Company expect are Python, Analytics, Data Mining, Machine Learning and Predictive Analytics.
What are the top questions asked in ICICI Lombard General Insurance Company Data Scientist interview?

Some of the top questions asked at the ICICI Lombard General Insurance Company Data Scientist interview -

  1. 2) Difference between R2 and adjusted...read more
  2. 1) Formula for Precision and rec...read more
  3. Technical ML QUESTI...read more

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ICICI Lombard General Insurance Company Data Scientist Interview Process

based on 3 interviews

Interview experience

3.3
  
Average
View more

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ICICI Lombard General Insurance Company Data Scientist Salary
based on 53 salaries
₹6 L/yr - ₹24 L/yr
7% less than the average Data Scientist Salary in India
View more details

ICICI Lombard General Insurance Company Data Scientist Reviews and Ratings

based on 5 reviews

4.0/5

Rating in categories

3.3

Skill development

3.7

Work-life balance

2.6

Salary

4.6

Job security

4.1

Company culture

2.1

Promotions

3.2

Work satisfaction

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