Generally, ask about real world experiences and how you handle them.
Research Scientist Interview Questions
4,814 research scientist interview questions shared by candidates
The interview was split in3 parts : - 2 sql questions, I would recommend to be prepared to use joins, subqueries, group by, and window function - 1 code question I think it was something from leetcode string problems medium/easy difficult. I think that doing many of those problems in leetcode can really help - Use case with a linear regression example, many many technical details about coefficients, regression theory, different scenarios. Z-test how to intepret and when to use that
Why do you leave academic job?
If I have a deep neural network, and I increase the training batch size to be $K$ times larger, how should I scale my hyperparameters (learning rate, momentum)?
Do you have flow cytometry experience? How many colors did you use.
If you were designing a robot lawnmower, where would you start?
Why Amazon? Two levels (company and economist intern position)
What are the loss function components of single stage detectors?
Two behavioral questions and several predictive modeling questions. Supervised and unsupervised related to the project in their hand.
what's your value fit to the company?
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