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Xoriant Data Scientist Interview Questions and Answers

Updated 25 Dec 2020

Xoriant Data Scientist Interview Experiences

1 interview found

I applied via Naukri.com and was interviewed in Jun 2020. There was 1 interview round.

Interview Questionnaire 

2 Questions

  • Q1. There were two rounds of interviews. Both technical. They actually touch base every topic by asking questions out of it. First round- Python fundamental questions on data structures and operations, scenar...
  • Q2. Second round is mainly CV based project discussion. They would try to dig out on advanced concepts which could be bit mathematical. You can be honest and skip it rather than quoting it wrong.

Interview Preparation Tips

Interview preparation tips for other job seekers - Prepare well and be honest. Prepare the fundamentals of Python and ML well.

Interview questions from similar companies

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
Interview experience
3
Average
Difficulty level
-
Process Duration
-
Result
No response
Round 1 - Technical 

(2 Questions)

  • Q1. Types of prompting
  • Ans. 

    Prompting is a technique used to encourage a person to continue speaking or to provide more information.

    • Verbal prompts: asking open-ended questions, using encouraging words

    • Non-verbal prompts: nodding, maintaining eye contact

    • Visual prompts: showing images or videos to stimulate conversation

  • Answered by AI
  • Q2. Memory handling in conversational
  • Ans. 

    Memory handling in conversational AI involves managing data storage and retrieval efficiently.

    • Use efficient data structures to store and retrieve information

    • Implement caching mechanisms to reduce memory usage

    • Optimize algorithms for processing large amounts of data

    • Consider using cloud-based storage solutions for scalability

    • Monitor memory usage and performance regularly

  • Answered by AI
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
2
Poor
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
No response

I applied via Company Website and was interviewed in Aug 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 - One-on-one 

(1 Question)

  • Q1. Concepts and tools
Round 3 - Coding Test 

Coding on the tools we use

Round 4 - HR 

(1 Question)

  • Q1. Not cleared the round

Interview Preparation Tips

Interview preparation tips for other job seekers - not clear

I applied via Naukri.com and was interviewed in Apr 2021. There was 1 interview round.

Interview Questionnaire 

1 Question

  • Q1. Difference between probability density function and mass function
  • Ans. 

    Probability density function is for continuous random variables while mass function is for discrete random variables.

    • Probability density function gives the probability of a continuous random variable taking a certain value within a range.

    • Mass function gives the probability of a discrete random variable taking a certain value.

    • Probability density function integrates to 1 over the entire range of the random variable.

    • Mass ...

  • Answered by AI

Interview Preparation Tips

Interview preparation tips for other job seekers - Company does not have any practical experience on interviewing data scientists, data science is much more than mere theories. Good theoretical knowledge will find you a job here
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
3
Average
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Not Selected

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

Round 1 - Technical 

(2 Questions)

  • Q1. Complete interview was on project discussion
  • Q2. On ensemble models some questions on stats
Interview experience
2
Poor
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(2 Questions)

  • Q1. General ML questions
  • Q2. General dl. Questions

Interview Preparation Tips

Interview preparation tips for other job seekers - Dont go to citiustech
Interview experience
5
Excellent
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Referral and was interviewed before Mar 2023. There were 2 interview rounds.

Round 1 - Technical 

(1 Question)

  • Q1. Python programming, basic linear regression and logistic regression
Round 2 - Technical 

(1 Question)

  • Q1. Linked list, dynamic programming questions

Xoriant Interview FAQs

How to prepare for Xoriant 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 Xoriant. The most common topics and skills that interviewers at Xoriant expect are Python, Machine Learning, Artificial Intelligence, Natural Language Processing and Deep Learning.
What are the top questions asked in Xoriant Data Scientist interview?

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

  1. There were two rounds of interviews. Both technical. They actually touch base e...read more
  2. Second round is mainly CV based project discussion. They would try to dig out o...read more

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