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CAMS Data Scientist Interview Questions and Answers

Updated 15 May 2024

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Data Scientist Interview Questions

user image Anonymous

posted on 15 May 2024

Interview experience
2
 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
  • Q2. What do you know about mutual funds
2

HR Round (2 Questions)

  • Q1. Do you have prior experience with ML
  • Q2. What are your long term plans

Interview Preparation Tips

Interview preparation tips for other job seekers - I'll advice not to go for second rate companies like these.

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
 -
Result
 -

I applied via Recruitment Consulltant and was interviewed in Nov 2024.

1 Interview Round

1

Technical Round (2 Questions)

  • Q1. Detailed project questions
  • Q2. Explain completed gen ai project
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
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
 Moderate
Duration
 Less than 2 weeks
Result
Selected  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
  • Q2. Types of Error in Statistics
  • Q3. Types of Machine learning models
  • Q4. Functions of pandas library, such as get_dummies()

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

Interview experience
4
 Good
Difficulty level
 -
Duration
 -
Result
 -

1 Interview Round

1

Technical Round (1 Question)

  • Q1. Asked about ml algos
Interview experience
3
 Average
Difficulty level
 -
Duration
 -
Result
 -

3 Interview Rounds

1

Coding Test Round

Python coding question and ML question

2

Technical Round (1 Question)

  • Q1. ML questions from resume + general
3

One-on-one Round (1 Question)

  • Q1. Techno managerial round
Interview experience
5
 Excellent
Difficulty level
 -
Duration
 -
Result
 -

2 Interview Rounds

1

Aptitude Test Round

Many Mcq,s.Similar to cat exam

2

Case Study Round

Ml case study . Eg loan default prediction

CAMS Interview FAQs

How many rounds are there in CAMS Data Scientist interview?
CAMS interview process usually has 2 rounds. The most common rounds in the CAMS interview process are One-on-one Round and HR.

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