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BMC Software Data Scientist Staff Interview Questions and Answers
Updated
12 Mar 2024
BMC Software Data Scientist Staff Interview Experiences
1 interview found
Anonymous
Interview experience
Excellent
Difficulty level
Moderate
Process Duration
4-6 weeks
Result
Not Selected
I applied via LinkedIn and was interviewed in Feb 2024. There was 1 interview round.
Round 1 - Case Study
Basically about the Analytical Work worked on, Data science questions on the Model life cycle
Interview Preparation Tips
Interview preparation tips for other job seekers - Model lifecycle, Deployment methods, Unstructured or Structured data which you have worked most and algorithms used for it
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kingkong53
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works at
EPAM Systems
Salary Suggestion
My current salary is 28 LPA and few companies like TCS and Capgemini have rejected me after all rounds because they think my salary is high.
However I am not good with DSA to apply for good product based companies. I already resigned from my current company and relieved. I need your advice on if I should ask same 28 LPA or look for 10-20% hike?
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Interview questions from similar companies
Interview experience
Excellent
Difficulty level
Moderate
Process Duration
2-4 weeks
Result
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?
Add your answer
Add your answer
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
Add your answer
Add your answer
Add your answer
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?
Add your answer
Add your answer
Interview Preparation Tips
Interview preparation tips for other job seekers - Genuinely communicate your skills and contributions.
Interview experience
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
Add your answer
Round 2 - Technical
(1 Question)
- Q1. Discussion on projects and past experience.
Add your answer
Interview Preparation Tips
Topics to prepare for Xebia Data Scientist interview:
- Machine Learning
- Statistics
Interview experience
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
Add your answer
Add your answer
Add your answer
Interview Preparation Tips
Interview preparation tips for other job seekers - Prepare your profile and brush up your knowledge
Interview experience
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
Add your answer
Add your answer
Interview Preparation Tips
Interview preparation tips for other job seekers - The interview is way too technical then checking the logical thinking of candidate
Rudra Rana
Interview experience
Excellent
Difficulty level
-
Process Duration
-
Result
-
Round 1 - Technical
(2 Questions)
- Q1. Questions were asked related to ML modelling process
- Q2. Basic python coding
Add your answer
Add your answer
Interview experience
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
Add your answer
Add your answer
Interview experience
Good
Difficulty level
Moderate
Process Duration
Less than 2 weeks
Result
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.
Add your answer
Interview Preparation Tips
Topics to prepare for Encora Data Scientist interview:
- Machine Learning
- Deep Learning
- NLP
Interview experience
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
Add your answer
Round 3 - Assignment
Case study related to semantic search
Round 4 - Technical
(1 Question)
- Q1. Questions based on case study
Add your answer
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.
Add your answer
Add your answer
Interview Preparation Tips
Interview preparation tips for other job seekers - Prepare well and be honest. Prepare the fundamentals of Python and ML well.
BMC Software Interview FAQs
How many rounds are there in BMC Software Data Scientist Staff interview?
BMC Software interview process usually has 1 rounds. The most common rounds in the BMC Software interview process are Case Study.
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BMC Software Data Scientist Staff Interview Process
based on 1 interview
Interview experience
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