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Xebia Data Scientist Interview Questions and Answers
Xebia Data Scientist Interview Experiences
1 interview found
Anonymous
I applied via Referral and was interviewed in Nov 2024. There were 2 interview rounds.
(1 Question)
- Q1. Asked about classical ml and data science concepts
(1 Question)
- Q1. Discussion on projects and past experience.
Interview Preparation Tips
- Machine Learning
- Statistics
Interview questions from similar companies
(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
(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
Aptitude, coding on python NLP
Python Data Frames, String list manipulation
(2 Questions)
- Q1. Common discussion
- Q2. Salary location etc
Selected
I applied via Recruitment Consulltant and was interviewed in May 2024. There was 1 interview round.
(1 Question)
- Q1. Data Science concepts like regularization, evaluation metrics.
Interview Preparation Tips
- Machine Learning
- Deep Learning
- NLP
I applied via Naukri.com and was interviewed in Sep 2023. There were 4 interview rounds.
(1 Question)
- Q1. Data science related areas
Case study related to semantic search
(1 Question)
- Q1. Questions based on case study
Astha Agarwal
Selected
I applied via campus placement at Dehradun Institute of Technology, Dehradun and was interviewed before Oct 2023. There were 3 interview rounds.
The first was a mcq based coding round for campus placement
This was a pairing coding round
(1 Question)
- Q1. Explain different unsupervised algo
- Ans.
Unsupervised algorithms are used to find patterns in data without labeled outcomes.
K-means clustering: partitions data into K clusters based on similarity
Hierarchical clustering: creates a tree of clusters based on similarity
Principal Component Analysis (PCA): reduces dimensionality by finding orthogonal components
Association rule mining: discovers interesting relationships between variables in large datasets
Skills evaluated in this interview
I applied via Naukri.com and was interviewed in Aug 2021. There were 4 interview rounds.
(1 Question)
- Q1. Had questions about machine learning models and sas
(1 Question)
- Q1. Had an hr type of rounfs with a uk employee general technical and non technical were asked
(1 Question)
- Q1. Needs to appear to the interview .. not yet appeared
Interview Preparation Tips
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
(2 Questions)
- Q1. Project that I worked on
- Q2. Use case only verbal communication
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Xebia Data Scientist Interview Process
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