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PBW Software Data Scientist Interview Questions and Answers for Experienced

Updated 26 May 2022

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Data Scientist Interview Questions

user image Anonymous

posted on 26 May 2022

I applied via Approached by Company and was interviewed before May 2021.

2 Interview Rounds

1

Coding Test Round

Related to NLP

2

One-on-one Round (1 Question)

  • Q1. One-on-one with company CEO

Interview Preparation Tips

Interview preparation tips for other job seekers - Toxic work environment, no career growth, and lower salary. There is a trap in the form of a bond.

Data Scientist Interview Questions

user image Anonymous

posted on 26 May 2022

I applied via Approached by Company and was interviewed before May 2021.

2 Interview Rounds

1

Coding Test Round

Based on NLP

2

One-on-one Round (1 Question)

  • Q1. One-on-one with the company CEO.

Interview Preparation Tips

Interview preparation tips for other job seekers - There is n number of good IT companies in this area.

Data Scientist Interview Questions

user image Anonymous

posted on 26 May 2022

I applied via Approached by Company and was interviewed before May 2021.

2 Interview Rounds

1

Coding Test Round

2

One-on-one Round (1 Question)

  • Q1. One on one round with CEO

Interview Preparation Tips

Interview preparation tips for other job seekers - There are several good companies with the better work cultures in this region

Interview questions from similar companies

Data Scientist Interview Questions

Infosys user image Anonymous

posted on 30 May 2024

Interview experience
4
 Good
Difficulty level
 Moderate
Duration
 2-4 weeks
Result
 Not Selected

I applied via Job Portal and was interviewed in Apr 2024.

1 Interview Round

1

Technical Round (9 Questions)

  • Q1. Explain XGBoost algoritm
  • Q2. XgBoost algorithm has 10-20 features. How are the splits decided, on which feature are they going to be divided?
  • Q3. Do you have any experience on cloud platform?
  • Q4. What is entropy, information gain?
  • Q5. What is hypothesis testing?
  • Q6. Explain precision and recall, when are they used in which scenario?
  • Q7. What is data imbalance?
  • Q8. What is SMOTE? Do you have any experience working on Time Series? Code analysis of global variable?
  • Q9. Find 5th highest salary in every department. What are window functions Difference between union and union all Difference between delete and truncate.

Interview Preparation Tips

Interview preparation tips for other job seekers - Prepare basics well. Go through the top questions asked for SQL,Python,Data Science.
Well versed with resume projects and concepts used in it.

Skills evaluated in this interview

Data Scientist Interview Questions

Deloitte user image Anonymous

posted on 30 Nov 2024

Interview experience
5
 Excellent
Difficulty level
 Moderate
Duration
 4-6 weeks
Result
Selected  Selected

I applied via Approached by Company and was interviewed in May 2024.

3 Interview Rounds

1

Coding Test Round

DSA was asked. And general coding language questions were asked. Previous experience based questions were asked.

2

Coding Test Round

Machine Learning, Generative AI, Deep learning interview questions. 2 Coding problems based on Algorithms.

3

Technical Round (3 Questions)

  • Q1. One systems design question was there.
  • Q2. Situations based problems was there.
  • Q3. Questions on Past experiences.

Data Scientist Interview Questions

TCS user image Anonymous

posted on 14 May 2024

Interview experience
4
 Good
Difficulty level
 Moderate
Duration
 Less than 2 weeks
Result
 -

2 Interview Rounds

1

One-on-one Round (4 Questions)

  • Q1. Cosine similarity
  • Q2. What is difference between recall and precission
  • Q3. How to remove stop words and how it works
  • Q4. Whats the goal of project
2

One-on-one Round (1 Question)

  • Q1. Pipeline design

Skills evaluated in this interview

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

Skills evaluated in this interview

Data Scientist Interview Questions

Wipro user image Anonymous

posted on 6 Aug 2024

Interview experience
3
 Average
Difficulty level
 -
Duration
 -
Result
 -

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

1 Interview Round

1

Technical Round (1 Question)

  • Q1. Pandas basics and SQL joins nlp

Interview Preparation Tips

Interview preparation tips for other job seekers - It was good
Interview experience
5
 Excellent
Difficulty level
 -
Duration
 -
Result
 -

3 Interview Rounds

1

Technical Round (1 Question)

  • Q1. Explain a project written in resume.
2

Technical Round (1 Question)

  • Q1. Explain a project from you resume.
3

HR Round (1 Question)

  • Q1. What are your strengths?
Interview experience
3
 Average
Difficulty level
 -
Duration
 -
Result
Selected  Selected

1 Interview Round

1

One-on-one Round (2 Questions)

  • Q1. Difference between supervised and unsupervised learning
  • Q2. What is sigmoid function

Skills evaluated in this interview

PBW Software Interview FAQs

How many rounds are there in PBW Software Data Scientist interview for experienced candidates?
PBW Software interview process for experienced candidates usually has 2 rounds. The most common rounds in the PBW Software interview process for experienced candidates are One-on-one Round and Coding Test.

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