I applied online. The process took 4 weeks. I interviewed at Sanofi (Boston, MA) in June 2019
Interview
Interview with HR, manager, and team members. The rounds with the manager and team members involved technical questions regarding statistics, forecasting, and programming. Interviews were 30 minutes to and hour in length.
Interview questions [1]
Question 1
How do you compare forecasts?
What is your loss function of choice?
How do you deal with outliers?
How do you reshape a data set from wide to long in R?
I applied through university. The process took 6 days. I interviewed at Sanofi (Singapore)
Interview
Quite fast. Interview only takes around 20 mins, mainly asking your knowledge on R and ML. They will also explain what they do. The interviewer were quite nice and helpful.
Interview questions [1]
Question 1
What your opinion on a certain machine learning algorithm (MLR)