I applied online. The process took 2 months. I interviewed at Crescendo Technology in Mar 2022
Interview
Long first interview with HR.
Straightforward test in R.
Panel interview with IT and ML team.
After 3 rounds of interviews I was told that in a few days I'll receive a case study but didn't hear back from them since then which I found to be a bit unprofessional.
Here's the interview process:
The initial interview was longer than other behavioral interviews. It took about 1 hour but moslty consisted of routine HR questions.
R test on some basic R functionalities such as merging cleaning, transfering, etc.
The technical team were professional and nice but they stroke me as a young and developing team. There are defenietly areas for them to improve.
Interview questions [1]
Question 1
Mostly routine ML questions:
Rank some movies w/ number of reviews and average score.
P value
The difference between L1 and L2 regularization.
How to cope with overfitting.