How were you able to deal with a situation in the past concerning a difficult peer to work with?
Senior Scientist Interview Questions
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Write equations for building a classifier using Logistic Regression
A fair bit of statistics in the context of A/B testing... variance, bootstrap, adjusting for covariates, heterogeneous treatment effects. SQL was not too difficult. Take home was product analytics and experimentation. You are expected to come up with novel metrics. Be prepared to answer questions about ambiguous results, interactions, etc.
Do you like the area?
Are you ready for a very intense environment?
Code up a imbalanced classification problem.
Tell me about your biggest work challenge
Have you kept up with the recent literature surrounding liquid biopsy?
cannot remember (10 years ago !); but the main task was to deliver a lecture making cclear the research vision
Describe an experience where you demonstrated leadership abilities
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