Typical technical questions
Associate Research Scientist Interview Questions
4,833 associate research scientist interview questions shared by candidates
Details regarding technical backgrounds, job specific technical questions, general HR questions + situation specific questions
ML fundamentals - regression models, GPs, some RL/control.
What kind of management style do you like? Describe a teamwork experience
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probability question with 5 sub question
how do you handle failure/tell me about a time you failed
Probability theory: Bayes, conditional probability, likelihood vs log-likelihood, variables conditionally independent - example. Probability scenario to solve. Information theory: Entropy for binary, relationship with logits formula; KL divergence formula, meaning and properties.
Explain transformers in the context of LLMs
What is the process of training transformers, supervised finetuning, RL involved in it?
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