Just questions about my papers and previous research
Machine Learning Research Engineer Interview Questions
1,879 machine learning research engineer interview questions shared by candidates
My experience with PhysicsX was unfortunately very disappointing and frustrating. Despite being informed of a structured interview process consisting of four rounds, only two technical interviews actually took place. The first round felt more like a formality (easy leetcode problems on Coderbyte), while the second involved a technical assessment centered around 3D datasets relevant to the day-to-day work at PhysicsX. It's worth noting that machine learning (ML) hadn't even entered the discussion at this point. The promised third round, which was supposed to delve into PyTorch and ML optimization, never occurred. Instead, I received a rejection, citing the need for stronger experience in PyTorch and optimization. What's particularly disheartening is that these skills were never even evaluated. This experience not only wasted my time but also left me feeling undervalued as a candidate. I would advise others to carefully weigh the potential time investment before considering opportunities with PhysicsX.
Questions around linear regression with complex noise, ML take-home assignment.
Word break I and II in hackerrank
Regarding infra and deployment practices
The questions ranged from basic topics like bias vs. variance trade-offs to advanced topics like LLMs and self-supervised learning. Usually, they will give you a hypothetical scenario and ask you to solve the problem using ML. Based on your answer, you are asked subsequent questions.
Tell me about deep learning
A long and in detailed discusssion about my research. Recruiter was very well prepared, read my papers and asked about some details
There was a mini-computer project after the first interview. The task was to classify received muscular signals from different people.
why did you apply for this particular machine learning position and not some other one? what do you know about our company and about the services that we offer?
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