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Applied Scientist Interview Questions
1,160 applied scientist interview questions shared by candidates
explain fairness and different trade-offs to me
Can't recall the specific questions and they varied by individual. The worst questions were from someone who grilled me on steps of analyses and actually said "pretend you are walking to your computer. Now tell me how you are going to analyze your data." Others were more innocuous but there was still an element of testing ad nauseum.
Can you explain a time where you took a leadership position on a project?
Regular Behavorial questions like motivational, why fit, and salary expecatation.
LLM fine-tuning and if possible on code generation
Had a case-study based round, where they asked basic questions about probability and Bayes Theorem and also numerical optimization problems.
Design a full system from start to end.
Why is it called the conditional average treatment effect? Like WTF cares?
Difference between correlation and covariance.
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