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PureSoftware Data Scientist Interview Questions and Answers

Updated 18 Jun 2024

PureSoftware Data Scientist Interview Experiences

1 interview found

Data Scientist Interview Questions & Answers

user image Vatsal Kachhiya

posted on 18 Jun 2024

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

(3 Questions)

  • Q1. Write a Python program to get the smallest integer greater than square root of a given number.
  • Ans. 

    Python program to find smallest integer greater than square root of a given number.

    • Use math module to calculate square root of the given number.

    • Use math.ceil() function to round up the square root to the nearest integer.

    • Add 1 to the rounded up square root to get the smallest integer greater than square root.

  • Answered by AI
  • Q2. Write a SQL query to list all the employees with the third highest salary.
  • Ans. 

    SQL query to list employees with third highest salary

    • Use the 'ROW_NUMBER()' function to assign a rank to each employee based on salary

    • Filter the results to only include employees with a rank of 3

  • Answered by AI
  • Q3. What is stemming and lemmatinization?
  • Ans. 

    Stemming and lemmatization are techniques used in natural language processing to reduce words to their base or root form.

    • Stemming is the process of reducing words to their base or root form by removing suffixes.

    • Example: 'running' becomes 'run' after stemming.

    • Lemmatization is the process of reducing words to their base or root form while still ensuring that the reduced form belongs to the language.

    • Example: 'better' beco

  • Answered by AI

Skills evaluated in this interview

Data Scientist Jobs at PureSoftware

View all

Interview questions from similar companies

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

I applied via Naukri.com and was interviewed in Mar 2024. There were 3 interview rounds.

Round 1 - One-on-one 

(1 Question)

  • Q1. Basic ML Question, Timesereis and RNN with some questions on Comp Vision
Round 2 - One-on-one 

(1 Question)

  • Q1. Project driven. Some coding
Round 3 - HR 

(1 Question)

  • Q1. Salary Discussion
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
Interview experience
4
Good
Difficulty level
Easy
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Naukri.com and was interviewed in May 2024. There were 3 interview rounds.

Round 1 - Coding Test 

Python round tested basic Python only (not Pandas)

Round 2 - Case Study 

The case study round was with their client team

Round 3 - HR 

(1 Question)

  • Q1. Are you willing to work from the client office?
Interview experience
5
Excellent
Difficulty level
Hard
Process Duration
Less than 2 weeks
Result
Not Selected

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

Round 1 - Coding Test 

This round Medium level leet code question

Round 2 - Case Study 

Cpg case study logistic regression linear regression

Round 3 - HR 

(1 Question)

  • Q1. Job switch reason past project experience
Interview experience
3
Average
Difficulty level
-
Process Duration
-
Result
-

I applied via Campus Placement

Round 1 - Coding Test 

Test+2 interviews(technical and statistics)

Round 2 - Case Study 

Basic guestimates and case studies

Interview Preparation Tips

Interview preparation tips for other job seekers - Study hard
Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - One-on-one 

(1 Question)

  • Q1. Questions on MLP, ML
Interview experience
3
Average
Difficulty level
Moderate
Process Duration
-
Result
-

I applied via Naukri.com and was interviewed in Sep 2023. There were 4 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 - Technical 

(1 Question)

  • Q1. Data science related areas
Round 3 - Assignment 

Case study related to semantic search

Round 4 - Technical 

(1 Question)

  • Q1. Questions based on case study

PureSoftware Interview FAQs

How many rounds are there in PureSoftware Data Scientist interview?
PureSoftware interview process usually has 1 rounds. The most common rounds in the PureSoftware interview process are Technical.
How to prepare for PureSoftware 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 PureSoftware. The most common topics and skills that interviewers at PureSoftware expect are Python, Data Science, Machine Learning, Power Bi and SQL.
What are the top questions asked in PureSoftware Data Scientist interview?

Some of the top questions asked at the PureSoftware Data Scientist interview -

  1. write a Python program to get the smallest integer greater than square root of ...read more
  2. Write a SQL query to list all the employees with the third highest sala...read more
  3. What is stemming and lemmatinizati...read more

Tell us how to improve this page.

PureSoftware Data Scientist Interview Process

based on 1 interview

Interview experience

5
  
Excellent
View more
PureSoftware Data Scientist Salary
based on 5 salaries
₹12 L/yr - ₹16 L/yr
At par with the average Data Scientist Salary in India
View more details

PureSoftware Data Scientist Reviews and Ratings

based on 1 review

4.0/5

Rating in categories

3.0

Skill development

4.0

Work-life balance

3.0

Salary

3.0

Job security

3.0

Company culture

3.0

Promotions

3.0

Work satisfaction

Explore 1 Review and Rating
Data Scientist- GLN

Bangalore / Bengaluru

10-15 Yrs

Not Disclosed

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