I applied online. The process took 2 weeks. I interviewed at Samsung R&D Institute India - Bangalore
Interview
Two rounds of interview. Technical on data science role followed by coding round. Technical round is complete analysis on data science topics and on resume. In coding round, they will be focusing on approach on problem.
Interview questions [1]
Question 1
-> Optimization techniques
-> GD and SGD differences
-> Text Clustering with out any standard algorithm
-> Text Vectorization methods etc
I applied through a recruiter. I interviewed at Samsung R&D Institute India - Bangalore (Bengaluru)
Interview
First round : screening round on phone Second round : Technical . In depth understanding of machine learning algorithms is required to clear this round along with live coding on sorting algorithms Third round : In depth understanding of Statistics is required for this round
Interview questions [1]
Question 1
Questions on Xgboost and Decision tree algorithms Questions on p value, q value , clt, statistical test, covariance, probability distributions etc
I applied through an employee referral. The process took 4 weeks. I interviewed at Samsung R&D Institute India - Bangalore (Bengaluru) in May 2022
Interview
The interview process was good. The interviewers were kind and supportive. The questions were a mix of basic and advanced levels. Three rounds including coding, technical and managerial. HR round was not there initially but only after offer acceptance.
Interview questions [1]
Question 1
Related to machine learning and linear algebra. Some deep learning and probability questions as well.