I applied through an employee referral. The process took 2 weeks. I interviewed at LinkedIn (New York, NY) in Feb 2020
Interview
Phone screen then onsite, recruiters were responsive and friendly.
Phone screen had 1 coding question then a long discussion about my experience.
Onsite was 6 modules, 2 coding, 1 talk with an engineer over lunch, 1 talk with a hiring manager (not necessarily the one hiring) about experience, 1 round with an open ended discussion about a practical ML problem, then another one with a lot of theory trivia (this was kind of hard, I didn't prep enough and was fumbling to prove a bunch of theorems on the spot) + another ML design problem.
Interestingly, unlike what it seemed like the recruiters were trying to say, I was not tested on any sort of practical pandas/R/numpy/spark knowledge.
Though I was applying for the senior level role, the questions were surprisingly textbook. They said I was close but decided to not extend an offer.
Interview questions [1]
Question 1
What is the relation between the log likelihood loss function for logistic regression and maximum likelihood estimation?
I applied through an employee referral. The process took 2 weeks. I interviewed at LinkedIn in Jun 2024
Interview
I got an email from an HR very soon after I applied for the position with a referral. I went through one phone screen, and 5 round virtual onsite interview. The questions were not very hard but I wasn't well prepared.
Interview questions [1]
Question 1
Design a recommender system. Machine learning questions: decision trees, AUC, etc.
I applied online. The process took 2 months. I interviewed at LinkedIn (Dublin, Dublin)
Interview
Chat with recruiter, followed by technical phone screen and a full virtual onsite loop including coding, machine learning design, behavioral interview. Recruiter disappeared for a month then came back with a rejection
Interview questions [1]
Question 1
Usual coding, and ML system design questions. Coding part was a bit more ML/data science related
Molto impegnativo, perché non ho ancora ricevuto la risposta definitiva per sapere l'esito. Aspetto da 3 mesi, non capisco cosa voglia dire.
Comunque il colloquio è stato stranissimo mi hanno chiesto di risolvere un quiz.
Interview questions [1]
Question 1
Risolvimi il seguente quiz. Quiz composto di frasi sconnesse.