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Xoriant Lead Data Scientist Interview Questions and Answers

Updated 30 Dec 2024

Xoriant Lead Data Scientist Interview Experiences

1 interview found

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 questions from similar companies

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

I applied via Referral and was interviewed in Nov 2024. There were 2 interview rounds.

Round 1 - Technical 

(1 Question)

  • Q1. Asked about classical ml and data science concepts
Round 2 - Technical 

(1 Question)

  • Q1. Discussion on projects and past experience.

Interview Preparation Tips

Topics to prepare for Xebia Data Scientist interview:
  • Machine Learning
  • Statistics
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
-
Process Duration
-
Result
-
Round 1 - Technical 

(2 Questions)

  • Q1. Write a few python queries and some live sql coding and pyspark coding
  • Q2. Machine learning questions. Way too deep. which is not even required

Interview Preparation Tips

Interview preparation tips for other job seekers - The interview is way too technical then checking the logical thinking of candidate
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
Interview experience
4
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
Selected Selected

I applied via Recruitment Consulltant and was interviewed in May 2024. There was 1 interview round.

Round 1 - One-on-one 

(1 Question)

  • Q1. Data Science concepts like regularization, evaluation metrics.

Interview Preparation Tips

Topics to prepare for Encora Data Scientist interview:
  • Machine Learning
  • Deep Learning
  • NLP
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

I applied via Naukri.com and was interviewed in Aug 2021. There were 4 interview rounds.

Round 1 - Resume Shortlist 
Pro Tip by AmbitionBox:
Don’t add your photo or details such as gender, age, and address in your resume. These details do not add any value.
View all tips
Round 2 - Technical 

(1 Question)

  • Q1. Had questions about machine learning models and sas
Round 3 - One-on-one 

(1 Question)

  • Q1. Had an hr type of rounfs with a uk employee general technical and non technical were asked
Round 4 - Technical 

(1 Question)

  • Q1. Needs to appear to the interview .. not yet appeared

Interview Preparation Tips

Interview preparation tips for other job seekers - Be clear with concepts of the interview u r giving
Interview experience
5
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical 

(2 Questions)

  • Q1. Project that I worked on
  • Ans. 

    Developed a predictive model for customer churn in a telecom company

    • Used machine learning algorithms like logistic regression and random forest

    • Analyzed customer data such as call duration, plan details, and customer complaints

    • Achieved 85% accuracy in predicting customer churn

  • Answered by AI
  • Q2. Use case only verbal communication

Xoriant Interview FAQs

How many rounds are there in Xoriant Lead Data Scientist interview?
Xoriant interview process usually has 3 rounds. The most common rounds in the Xoriant interview process are Technical and One-on-one Round.
How to prepare for Xoriant 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 Xoriant. The most common topics and skills that interviewers at Xoriant expect are Python, Data Science, Machine Learning, Deep Learning and NLP.
What are the top questions asked in Xoriant Lead Data Scientist interview?

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

  1. What is your understanding of Generative AI and Natural Language Processing (NL...read more
  2. What are the key topics related to Generative AI, specifically focusing on Retr...read more
  3. What is your understanding of the existing project and the technology stacks us...read more

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Xoriant Lead Data Scientist Interview Process

based on 1 interview

Interview experience

5
  
Excellent
View more
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