Ho presentato la mia candidatura online. La procedura ha richiesto 2 mesi. Ho sostenuto un colloquio presso NVIDIA (Zürich, Zürich) nel mese di feb 2022
Colloquio
I applied for the AI Dev Tech team. HR was kind and always available, although was not providing information about the interview process. Did 5 interviews, no job offer. Overall procedure took 2 months.
Domande di colloquio [1]
Domanda 1
Bayes theorem, NLP, complexity, linear regression and l2 regularization, linear algebra
Ho sostenuto un colloquio presso NVIDIA (Santa Clara, CA)
Colloquio
interviewed twice in a year for this role , every interview structure is different as it is based on the team and the person itself , no structure. once it was resume review and another was a problem solving approach question (verbal) and a brain teaser .
both were first rounds .
Ho presentato la mia candidatura tramite un selezionatore. Ho sostenuto un colloquio presso NVIDIA
Colloquio
Initial 2 hr technical/background call with hiring manager, if pass then another 2 phone calls with members of team, if pass then take home assignment to be be presented to panel. Final round used to be on site but now virtual. You don't need to know CUDA programming going in (though experience with OpenMP, CUDA, etc will give you edge) but it seems like they want someone who is familiar with optimizing code using parallel programming and has a decent grasp of GPU architecture and function. A basic knowledge of latency and bandwidth topics was assumed. Not a silly Leetcode style interview...you really have to understand software and hardware interactions and how to optimize common computations done in ML/DL using parallel design. Plenty of follow-up qs will be asked to test understanding.
Domande di colloquio [1]
Domanda 1
Questions on how to optimize common deep learning operations on software side, general ML question, brain teaser, explaining how experience relates to parallel computing, and *several* questions on CPU and GPU architecture and how it ties into data management or performance. This was not a leetcode type interview -- you had to understand hardware and software interactions!
