What is CNN? RCNN? Difference between Fast and Faster rcnn?
Applied Scientist Interview Questions
1,167 applied scientist interview questions shared by candidates
Overview of your research work.
Describe an experience that you failed to complete it.
They asked me to recollect an experience when I had to take a decision on my own.
behavioral questions. leadership principle questions.
The coding assessment was an easy problem consisting of using a dictionary. On ML breadth and depth, I was posed with a problem and was asked for a solution, discussing data, modelling and evaluations. Interviewer would stop and ask me to go deep on whatever algorithmic solution I would propose (e.g. talk about attention mechanism in Transformers). The behavioural questions consisted of past situations in my working experience, where I should link what I did to the leadership principles of the company.
Explain support vector machines, what is the slack?
implement a balance loader data structure
Technical rounds were on ML, and previous project experience. It involved basics of transformer, and understanding of each function. ‘If you have a task where order of words/ tokens didn’t matter, how would you train for it?’
What is t-sne? How is it different from PCA?
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