The second round was with a senior engineer from the same team. it was a coding interview on CoderPad(the research team uses mostly python). 2 questions, first one is basically the implementation of the equivalent of scipy.stats.rv_discrete.
Applied Research Interview Questions
152 applied research interview questions shared by candidates
how to get all combination from 4 list, each list contains certain numbers.
Artificial Intelligence and Deep Learning, Reinforcement learning.
1. Improvements upon the classical attention (in LLMs) that can save compute/arithmetic operations.
Lot of things asked during the paperwork, documentation needed to be provided for obvious reasons. Extremely thorough.
The test was about floating-point arithmetic; in the first task, I had to implement a very simple floating-point operation considering possible optimizations. In the second task, I had to compare and choose the best between two given implementations of a simple mathematical operation and justify the answer.
Are you familiar with the BART model
List some model parallelism paradigms that can tackle the low throughput issue in model training/serving
NDA, but very simple questions. For non NDA question, describe your related work experience.
Based on a given array of numbers, implement a cumulative distribution function.
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