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SAP Data Scientist Interview Questions and Answers for Experienced
Updated
3 Jan 2025
1 interview found
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Anonymous
Interview experience
Excellent
Difficulty level
Moderate
Duration
4-6 weeks
Result
Selected
I applied via Company Website and was interviewed in Jul 2024.
5 Interview Rounds
1
One-on-one Round (1 Question)
- Q1. Basic ml related questions,past project discussion Add Answer
2
One-on-one Round (1 Question)
- Q1. AI, ML related, statistical analysis of the graph. Add Answer
3
Behavioral Round (1 Question)
- Q1. Work culture, check Add Answer
4
cross functional lob Round (1 Question)
- Q1. Work culture, project discussion, scenario based questions Add Answer
5
HR Round (1 Question)
- Q1. Basic HR questions, why sap salary discussions Add Answer
Data Scientist Jobs at SAP
Interview questions from similar companies
Interview experience
Excellent
Difficulty level
-
Duration
-
Result
-
1 Interview Round
1
Coding Test Round
45 mins.
questions based on basic string manipulation but not a straightforward task
Harsh Bhamore
Interview experience
Excellent
Difficulty level
-
Duration
-
Result
-
1 Interview Round
1
One-on-one Round (2 Questions)
- Q1. Explain Decision Trees View Answers (1)
- Q2. How will you finetune LLMs View Answers (1)
Skills evaluated in this interview
Interview experience
Excellent
Difficulty level
-
Duration
-
Result
-
1 Interview Round
1
Technical Round (2 Questions)
- Q1. Basic pandas questions on dataframes Add Answer
- Q2. Some quiz questions Add Answer
Interview experience
Excellent
Difficulty level
Moderate
Duration
2-4 weeks
Result
No response
I applied via Referral and was interviewed in Oct 2023.
2 Interview Rounds
1
Coding Test Round
SQL coding test on HackerRank. Also some questions on previous experience
2
Assignment Round
Case study on a data project
Interview Preparation Tips
Interview preparation tips for other job seekers - Be well prepared
Interview experience
Excellent
Difficulty level
-
Duration
-
Result
-
1 Interview Round
1
Coding Test Round
45 mins.
questions based on basic string manipulation but not a straightforward task
Ayush Goyal
Interview experience
Good
Difficulty level
Moderate
Duration
2-4 weeks
Result
Selected
I was interviewed in Oct 2023.
4 Interview Rounds
1
Coding Test Round
Based on topological sort
2
Technical Round (1 Question)
- Q1. Ml baiscs like LR, SVM Add Answer
3
Technical Round (1 Question)
- Q1. Ml design questions were asked Add Answer
4
HR Round (1 Question)
- Q1. Why do you want to join Add Answer
Interview experience
Excellent
Difficulty level
-
Duration
-
Result
-
1 Interview Round
1
Technical Round (2 Questions)
- Q1. Basic pandas questions on dataframes Add Answer
- Q2. Some quiz questions Add Answer
Interview experience
Excellent
Difficulty level
Moderate
Duration
6-8 weeks
Result
Selected
I applied via Company Website and was interviewed before Mar 2023.
1 Interview Round
1
One-on-one Round (3 Questions)
- Q1. Explain L1 & L2 regularization View Answers (1)
- Q2. Explain error metric View Answers (1)
- Q3. Where do you see yourself Add Answer
Skills evaluated in this interview
Interview experience
Average
Difficulty level
-
Duration
-
Result
-
3 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
Coding Test Round
2 coding questions - one on binary tree and list operations.
3
Technical Round (2 Questions)
- Q1. Xgboost explanation View Answers (1)
- Q2. Data structures question compulsory Add Answer
Skills evaluated in this interview
SAP Interview FAQs
How many rounds are there in SAP Data Scientist interview for experienced candidates?
SAP interview process for experienced candidates usually has 5 rounds. The most common rounds in the SAP interview process for experienced candidates are One-on-one Round, Behavioral and HR.
How to prepare for SAP Data Scientist interview for experienced candidates?
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 SAP. The most common topics and skills that interviewers at SAP expect are Machine Learning, SQL, Python, Data Science and Data Mining.
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