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Xoriant Lead Data Scientist Interview Questions and Answers
Updated
30 Dec 2024
1 interview found
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Anonymous
Interview experience
Excellent
Difficulty level
Moderate
Duration
2-4 weeks
Result
Selected
I applied via Recruitment Consulltant and was interviewed in Nov 2024.
3 Interview Rounds
1
Technical Round (2 Questions)
- Q1. What are the key topics related to Generative AI, specifically focusing on Retrieval-Augmented Generation (RAG) and Large Language Models (LLM)? View Answers (1)
- Q2. What is your understanding of the existing project and the technology stacks used? View Answers (1)
2
Technical Round (3 Questions)
- Q1. What has been your contribution to existing work and the technologies used in that context? View Answers (1)
- Q2. ML, DL, Gen AI implementation and flow Add Answer
- Q3. Python Coding logic and semantics Add Answer
3
One-on-one Round (2 Questions)
- Q1. What are the existing work challenges you face, and what solutions have you implemented to address them? View Answers (1)
- Q2. What is your understanding of Generative AI and Natural Language Processing (NLP), and can you provide examples of their use cases? View Answers (1)
Interview Preparation Tips
Interview preparation tips for other job seekers - Genuinely communicate your skills and contributions.
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Salary Discussions, Hike & Promotions
2w
a senior consultant
Retention offer
Hello,
Current offer from CG - Total 21.5L, fixed as 19.4 and rest bonus
Retention offer from Deloitte - Total 19.1, fixed as 15.5 and rest bonus (4L)
I understand the offer is less but my manager explained that Deloitte's hikes are better in the market and on an average, I can get 15% every year with good performance.
The same hikes in CG are around 5-6% so financially, my salary growth will definitely be more in Deloitte.
Please give me suggestions. I have good management and projects in Deloitte with WLB but I would like to have some perspective on offered CTC too
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Interview questions from similar companies
Interview experience
Good
Difficulty level
Moderate
Duration
2-4 weeks
Result
-
I applied via Referral and was interviewed in Nov 2024.
2 Interview Rounds
1
Technical Round (1 Question)
- Q1. Asked about classical ml and data science concepts Add Answer
2
Technical Round (1 Question)
- Q1. Discussion on projects and past experience. Add Answer
Interview Preparation Tips
Topics to prepare for Xebia Data Scientist interview:
- Machine Learning
- Statistics
Interview experience
Average
Difficulty level
-
Duration
-
Result
-
1 Interview Round
1
One-on-one Round (3 Questions)
- Q1. Questions around the previous work Add Answer
- Q2. Questions around how re-rank work, and image segmentation, Add Answer
- Q3. Questions with podman and docker Add Answer
Interview Preparation Tips
Interview preparation tips for other job seekers - Prepare your profile and brush up your knowledge
Rudra Rana
Interview experience
Excellent
Difficulty level
-
Duration
-
Result
-
1 Interview Round
1
Technical Round (2 Questions)
- Q1. Questions were asked related to ML modelling process Add Answer
- Q2. Basic python coding Add Answer
Interview experience
Excellent
Difficulty level
-
Duration
-
Result
-
3 Interview Rounds
1
Aptitude Test Round
Aptitude, coding on python NLP
2
Group Discussion Round
Python Data Frames, String list manipulation
3
HR Round (2 Questions)
- Q1. Common discussion Add Answer
- Q2. Salary location etc Add Answer
Interview experience
Good
Difficulty level
Moderate
Duration
Less than 2 weeks
Result
Selected
I applied via Recruitment Consulltant and was interviewed in May 2024.
1 Interview Round
1
One-on-one Round (1 Question)
- Q1. Data Science concepts like regularization, evaluation metrics. Add Answer
Interview Preparation Tips
Topics to prepare for Encora Data Scientist interview:
- Machine Learning
- Deep Learning
- NLP
Interview experience
Average
Difficulty level
Moderate
Duration
-
Result
-
I applied via Naukri.com and was interviewed in Sep 2023.
4 Interview Rounds
1
Resume Shortlist Round
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
2
Technical Round (1 Question)
- Q1. Data science related areas Add Answer
3
Assignment Round
Case study related to semantic search
4
Technical Round (1 Question)
- Q1. Questions based on case study Add Answer
I applied via Naukri.com and was interviewed in Aug 2021.
4 Interview Rounds
1
Resume Shortlist Round
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
2
Technical Round (1 Question)
- Q1. Had questions about machine learning models and sas Add Answer
3
One-on-one Round (1 Question)
- Q1. Had an hr type of rounfs with a uk employee general technical and non technical were asked Add Answer
4
Technical Round (1 Question)
- Q1. Needs to appear to the interview .. not yet appeared Add Answer
Interview Preparation Tips
Interview preparation tips for other job seekers - Be clear with concepts of the interview u r giving
Interview experience
Poor
Difficulty level
-
Duration
-
Result
-
1 Interview Round
1
Technical Round (2 Questions)
- Q1. General ML questions Add Answer
- Q2. General dl. Questions Add Answer
Interview Preparation Tips
Interview preparation tips for other job seekers - Dont go to citiustech
Astha Agarwal
Interview experience
Excellent
Difficulty level
Moderate
Duration
Less than 2 weeks
Result
Selected
I applied via campus placement at Dehradun Institute of Technology, Dehradun and was interviewed before Oct 2023.
3 Interview Rounds
1
Coding Test Round
The first was a mcq based coding round for campus placement
2
Coding Test Round
This was a pairing coding round
3
Technical Round (1 Question)
- Q1. Explain different unsupervised algo View Answers (1)
Skills evaluated in this interview
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.
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Xoriant Lead Data Scientist Reviews and Ratings
based on 1 review
Rating in categories
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