Data Scientist applicants have rated the interview process at SAP with 2 out of 5 (where 5 is the highest level of difficulty) and assessed their interview experience as 100% positive. To compare, the company-average is 74.7% positive. This is according to Glassdoor user ratings.
Candidates applying for Data Scientist roles take an average of 7 days to get hired, when considering 1 user submitted interviews for this role. To compare, the hiring process at SAP overall takes an average of 33 days.
Common stages of the interview process at SAP as a Data Scientist according to 1 Glassdoor interviews include:
Phone interview: 50%
Presentation: 50%
Here are the most commonly searched roles for interview reports -
Basic Introductions and project discussion. Describe results of project. SQL question solved with code What is accuracy and precision? Explain the difference. Results were emailed within a week. Interviewer was positive and encouraging
Interview questions [1]
Question 1
What is accuracy and precision? Explain the difference.
• Quite a hassle to get the interview slot, they just wanted to do it at odd time.
• Bunch of arrogant folks who just asked text book related questions on statistics and coding.
• More like geeky coders who code from childhood without any direction of what and why. Seemed more like a college exam without any practical screening.
• The interviewers didn’t know about XGBoost classifier, they kept asking that how a fraud prediction model was converted to a binary model and how is it possible to model the same using XGBoost.
Please don’t waste your time, read your textbook if you want to get in here!
Interview questions [1]
Question 1
Difference between Z distribution and t distribution
I applied online. The process took 2 months. I interviewed at SAP (Bengaluru) in Jan 2022
Interview
I applied through Linkedin. The process took more than 2 months. I interviewed in Jan, 22. Basic test on python OOPS oriented problems, Resume based questions like capstone project, Machine learning and Statistics questions.