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Indium Software Lead Data Scientist Interview Questions and Answers

Updated 5 Aug 2024

Indium Software Lead Data Scientist Interview Experiences

1 interview found

Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Approached by Company and was interviewed before Aug 2023. There were 2 interview rounds.

Round 1 - Technical 

(2 Questions)

  • Q1. Presented a scenario and asked about the solution approach using ML.
  • Q2. Describe the text extraction techniques in NLP.
  • Ans. 

    Text extraction techniques in NLP involve methods to identify and extract relevant information from unstructured text data.

    • Tokenization: Breaking text into smaller units such as words or sentences.

    • Named Entity Recognition (NER): Identifying and classifying named entities like names, dates, and locations.

    • Part-of-Speech (POS) Tagging: Assigning grammatical tags to words based on their role in a sentence.

    • Dependency Parsin...

  • Answered by AI
Round 2 - HR 

(2 Questions)

  • Q1. What is your salary expectation?
  • Ans. 

    I am looking for a competitive salary based on my experience, skills, and the market rate for Lead Data Scientists.

    • Research the average salary range for Lead Data Scientists in the industry

    • Consider your level of experience and expertise in the field

    • Factor in the location and cost of living in the area

    • Be prepared to negotiate based on the overall compensation package offered

  • Answered by AI
  • Q2. Do you have any offers in hand at the moment?
  • Ans. 

    Yes, I have received multiple offers from different companies.

    • I have received offers from Company A, Company B, and Company C.

    • I am currently evaluating each offer to determine the best fit for my career goals.

    • I am in the final stages of negotiation with Company D.

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Kindly be very strong in the AI/ML concepts that you have listed in your profile.

Lead Data Scientist Jobs at Indium Software

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Interview questions from similar companies

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

I applied via Recruitment Consulltant and was interviewed in Nov 2024. There were 3 interview rounds.

Round 1 - Technical 

(2 Questions)

  • Q1. What are the key topics related to Generative AI, specifically focusing on Retrieval-Augmented Generation (RAG) and Large Language Models (LLM)?
  • Q2. What is your understanding of the existing project and the technology stacks used?
Round 2 - Technical 

(3 Questions)

  • Q1. What has been your contribution to existing work and the technologies used in that context?
  • Q2. ML, DL, Gen AI implementation and flow
  • Q3. Python Coding logic and semantics
Round 3 - One-on-one 

(2 Questions)

  • Q1. What are the existing work challenges you face, and what solutions have you implemented to address them?
  • Q2. What is your understanding of Generative AI and Natural Language Processing (NLP), and can you provide examples of their use cases?

Interview Preparation Tips

Interview preparation tips for other job seekers - Genuinely communicate your skills and contributions.
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
4-6 weeks
Result
-

I was interviewed in Mar 2024.

Round 1 - Technical 

(1 Question)

  • Q1. Question on data preprocessing steps
Round 2 - Case Study 

Gave a retail price optimization case study and asked to prepare a proposal deck

Round 3 - Technical 

(1 Question)

  • Q1. Yet to attend this round
Interview experience
3
Average
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
No response

I applied via Company Website and was interviewed in Oct 2024. There were 3 interview rounds.

Round 1 - Aptitude Test 

30 minutes. 3 aptitude questions . Very easy .

Round 2 - Coding Test 

DSA Questions. Palindrome , Arrays and Strings were the most asked questions in my batch.

Round 3 - One-on-one 

(2 Questions)

  • Q1. What are directors?
  • Ans. 

    Directors are individuals responsible for overseeing the activities and operations of a company or organization.

    • Directors are typically appointed by shareholders or members of the organization.

    • They are responsible for making strategic decisions and setting goals for the organization.

    • Directors have a fiduciary duty to act in the best interests of the company and its stakeholders.

    • Examples of directors include the CEO, CF

  • Answered by AI
  • Q2. OOP COncepts such as polymorphism, inheritance, etc.
Interview experience
3
Average
Difficulty level
-
Process Duration
-
Result
-
Round 1 - One-on-one 

(3 Questions)

  • Q1. Questions around the previous work
  • Q2. Questions around how re-rank work, and image segmentation,
  • Q3. Questions with podman and docker

Interview Preparation Tips

Interview preparation tips for other job seekers - Prepare your profile and brush up your knowledge
Interview experience
3
Average
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Not Selected

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

Round 1 - Coding Test 

Code in Python for checking palindromes and SQL for sales data based on months.

Interview Preparation Tips

Interview preparation tips for other job seekers - Please ensure that you are prepared before attending, as they only informed us two hours in advance.
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
-

I was interviewed in Dec 2024.

Round 1 - Technical 

(1 Question)

  • Q1. What is oob in random forest
Interview experience
4
Good
Difficulty level
-
Process Duration
-
Result
Selected Selected

I applied via Naukri.com

Round 1 - Coding Test 

AWS and Python, basic Machine learning questions

Round 2 - Coding Test 

Python, project description, AWS, in build package

Round 3 - Case Study 

Basic Machine learning data science

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

(2 Questions)

  • Q1. Questions were asked related to ML modelling process
  • Q2. Basic python coding
Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Aptitude Test 

Aptitude, coding on python NLP

Round 2 - Group Discussion 

Python Data Frames, String list manipulation

Round 3 - HR 

(2 Questions)

  • Q1. Common discussion
  • Q2. Salary location etc

Indium Software Interview FAQs

How many rounds are there in Indium Software Lead Data Scientist interview?
Indium Software interview process usually has 2 rounds. The most common rounds in the Indium Software interview process are Technical and HR.
How to prepare for Indium Software Lead 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 Indium Software. The most common topics and skills that interviewers at Indium Software expect are Machine Learning, Python, SQL, Data Quality and Artificial Intelligence.
What are the top questions asked in Indium Software Lead Data Scientist interview?

Some of the top questions asked at the Indium Software Lead Data Scientist interview -

  1. Describe the text extraction techniques in N...read more
  2. Presented a scenario and asked about the solution approach using ...read more

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Indium Software Lead Data Scientist Salary
based on 13 salaries
₹16.8 L/yr - ₹38 L/yr
24% less than the average Lead Data Scientist Salary in India
View more details

Indium Software Lead Data Scientist Reviews and Ratings

based on 4 reviews

4.2/5

Rating in categories

3.9

Skill development

3.9

Work-life balance

3.8

Salary

3.0

Job security

2.9

Company culture

2.9

Promotions

3.9

Work satisfaction

Explore 4 Reviews and Ratings
Lead Data Scientist

Bangalore / Bengaluru

4-6 Yrs

Not Disclosed

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