You can expect good amount of statistics in the interview. They will ask the stats used behind ML algorithms etc. E.g Assumptions of LR. SQL queries mainly. using joins, groupby, having. Interviews went smooth, interviewrs were good
Interview questions [1]
Question 1
1. Assumptions of LR, remedy for them 2. recall, precision metric
I applied through college or university. The process took 3 days. I interviewed at HARMAN (Bengaluru) in Sep 2023
Interview
After resume shortlisting they had technical interview for around 40 minutes Basically it was about my project and some scenario based questions on project. Some basic questions on skills you have mentioned in the resume. Overall it was good , interviewer was friendly.
Interview questions [1]
Question 1
Briefly explain project mentioned in the resume and What are the challenges faced? Which programming language would you choose and why?
I applied online. The process took 2 weeks. I interviewed at HARMAN (Bengaluru) in Mar 2016
Interview
Two rounds were F2F. First round, it was okay. It was about my earlier projects and so on. Gave some scenario based questions which went well. Second round was taken by 19 year experienced Director. Initially I thought it was psychometric test, but later I felt it was more for rejection. The role required Machine Learning and the questions were predominantly in Multi Linear Regression.
When I failed to answer, he simply told you are weak(Before even joining the company and not knowing the strengths of the person). Also please reject the candidate if the salary is beyond your benchmark. When I told my salary was so and so, he simply told that for your experience we cannot give the current salary and we may have to renegotiate to a lower level which I politely declined.
Interview questions [1]
Question 1
Scenario based questions.
Statistics (MLR, MLE, OLS etc.)
