I applied through a recruiter. The process took 2 months. I interviewed at LinkedIn (Mountain View, CA) in Sept 2018
Interview
The recruiter contacted me, there were two rounds of phone call, very interesting people. The second round was a lot around machine learning with a large number of fast questions. Overall satisfied about the phone call. The on-site, feedbacks and everything very very slow. It can take months . The on-site is usually Silicon Valley one day interview. I had few smart people, interesting questions. Overall the day positive. The review and results of the interview totally random and based on the feeling of 1/2 interviewers. So very bad point in that sense. The company seems having very little confidence with recruiter asking you continuously where you apply, how much they give you and which position. I’m neutral to whether apply or not here.
Interview questions [1]
Question 1
Usual ML staff (collaborative filtering, coding questions, ML design)
Recruiter emailed me for exploring interview. Then, I was invited to a phone screening interview.
I was asked to implement LFU similar data structure. I've never implemented that before. I've done with LRU though. It was very difficult to me to come up with appropriate solution on site.
Interview questions [1]
Question 1
LFU-like question was asked, which was very difficult for me to solve.
I applied through a recruiter. The process took 4 weeks. I interviewed at LinkedIn in July 2025
Interview
3 DSA rounds ( leetcode hard ) + 2 system design rounds + 1 managerial round focussed on projects and behavioural questions. Process was well organised in terms of scheduling.
The interviewers seemed rigid in evaluating candidates by narrow checklists rather than engineering depth. Feedback reflected a bias towards specific solution paths - even when alternate valid approaches were discussed clearly and with tradeoffs.
The interview culture also gave little space for collaborative discussion; it felt more like evaluative than explorative, especially in architecture rounds. I was also penalised for choosing a simple, scalable design before incrementally adding complexity.
Advice to Management"
Staff+ roles demand open mindedness and an appreciation for diverse design perspectives. Encourage interviewers to listen with curiosity rather than just matching against predefined answers.
Interview questions [1]
Question 1
Leetcode hard questions and couple of system design questions
Get contacted for a Silicon Valley position, finished screening and onsite (5 rounds). Have not heard back from anybody after 25 days, even after I followed up with the recruiter at the 14 day mark.