What can you contribute to the company?
Senior Scientist Interview Questions
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Tell me how many people you currently manage?
In the technical interview: difference between RF and XgBoost, difference between XgBoost and LightGBM, what is overfitting and how you solve it, what is target leakage, how do you tackle class imbalance.
Können Sie R?
Kennen Sie Cloud Umgebung, haben Sie damit gearbeitet?
Random Forests; GBM; Insurance Rating model; Product implementation
30 minutes or so HR, about two hours in total of technical interview.
Most difficult project you had to work on
Calculate the bootstrap mean and 98% CI in numpy
Past work experience and algorithms used to perform those.
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