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SAP Senior Data Scientist Interview Questions, Process, and Tips
1 SAP Senior Data Scientist Interview Experience
6 questions found
I applied via Company Website and was interviewed in Jul 2024.
1 Interview Round
Technical Round (6 Questions)
- Q1. Asked Algorithms used in the project (No follow-up on mentioned algorithms, cut-off mid-explanation of business problem, scale, and solution wanting to know jus...read more Add Answer
- Q2. Count all pairs of numbers from a list where the ending digit of the ith number equals the starting digit of the jth number. Example [122, 21, 21, 23] should ha...read more View Answers (1)
- Q3. Interpretation of graphs, the first graph had perpendicular lines from the error to the fitted line and the second graph had lines from the error to the fitted ...read more View Answers (1)
- Q4. What does np.einsum() do View Answers (1)
- Q5. How to generate random numbers using numpy, what is the difference between numpy.random.rand and numpy.random.randn View Answers (1)
- Q6. Difference between logit and probabilities in deep learning View Answers (1)
Interview Preparation Tips
No mathematics/statistics/probability/algorithm is discussed in terms of implementations, or enhancements.
Skills evaluated in this interview
Senior Data Scientist Jobs at SAP
Interview questions from similar companies
I applied via Company Website and was interviewed in Mar 2024.
2 Interview Rounds
Coding Test Round
1 hour, overall data science related, codility
Technical Round (2 Questions)
- Q1. What is data science? View Answers (1)
- Q2. Simple answer to this question Add Answer
Skills evaluated in this interview
Senior Data Scientist Interview Questions
Bosch Global Software Technologies
Anonymous
posted on 6 May 2024
I applied via Approached by Company and was interviewed in Apr 2024.
1 Interview Round
Coding Test Round
Python Interview questions on list and vectors
I applied via Job Fair and was interviewed in Nov 2023.
2 Interview Rounds
HR Round (3 Questions)
- Q1. Tell me about your self?
My name is Sakshi Satish Bayas. Add Answer
- Q2. What are your Strength?
My time management skill exceptional, and I'm well organized, efficient. Add Answer
- Q3. Why are you interested in this Job? It's an honor and a privilege to work for an established companies like yours. Through this job I can showcase my technical ...read more Add Answer
Assignment Round
Algoritham: one algoritham describe and brief about it.
Interview Preparation Tips
- Naive Bayes theorem
1 Interview Round
Technical Round (2 Questions)
- Q1. Basic pandas questions on dataframes Add Answer
- Q2. Some quiz questions Add Answer
Selected
I applied via Campus Placement and was interviewed in Nov 2023.
1 Interview Round
Technical Round (1 Question)
- Q1. Questions related to the projects in the resume and some questions on machine learning concepts. Add Answer
I applied via Referral and was interviewed in Oct 2023.
2 Interview Rounds
Coding Test Round
SQL coding test on HackerRank. Also some questions on previous experience
Assignment Round
Case study on a data project
Interview Preparation Tips
I applied via Approached by Company and was interviewed in Aug 2023.
1 Interview Round
Technical Round (1 Question)
- Q1. How can Logistic regression be applied for multiclasstext classification View Answers (1)
Skills evaluated in this interview
I applied via Approached by Company and was interviewed in Sep 2022.
3 Interview Rounds
Resume Shortlist Round
One-on-one Round (1 Question)
- Q1. Basic DS question like how to handle missing features Add Answer
One-on-one Round (1 Question)
- Q1. Case study based questions Add Answer
Interview Preparation Tips
Saumya Sharma
I applied via Referral and was interviewed in Apr 2024.
2 Interview Rounds
Coding Test Round
Decision tree, pytorch, merge sort
Technical Round (1 Question)
- Q1. Activation functions, xgboost Add Answer
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