Speech recognition -based, Deep learning -based questions and a deep dive into past projects. Few positions require a take-home assessment as well.
Applied Scientist Interview Questions
1,160 applied scientist interview questions shared by candidates
Pretty standard bookish questions you can find on the internet. BatchNorm, Stats etc.
What do you insert in a model card?
What are depthwise convolutions in deep learning
How to design a network to segment 4 types of signals in EEG time series signals.
Can you give an example of a time when you have to dive deep into a specific problem?
1. leetcode 121 2. leetcode 34
The research interview was mainly about my research publications but I also got questions on fundamentals surrounding my area of research. For the coding round, the question was on the level of a leetcode medium.
leadership question + robotics + machine learning + coding
How to code a simple A-Star search algorithm.
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