# Why do you want to switch? # Where do you see yourself in 5 yrs? # What is data science from your point of view? # How do you approach a data analysis debug problem , give specific examples # How big was your data set ? How big is the data set to be considered is large data set? # Explain a DOE that you designed and ran # What lithography development project you worked on explain # What happens if dose and focus changes. # What happens if focus is increases or decreased, what happens if the resist is changed from positive to negative? # If there issue for printing in litho step, can etch fix it and vice versa # What is annular/quadrapole , what do they improve in litho printing? # What is Depth of focus? # How off axis printing is helpful? # How is grating features helpful in litho printing? # How to do you ensure that a vulnerable features are printed properly?
Senior Data Scientist Interview Questions
3,426 senior data scientist interview questions shared by candidates
what is random forest? why is naive bayes good?
write recursive functions
A dataset challenge and interpreting a data visualization
Describe a technical project you worked on end-to-end.
[Techinical] - How would you handle imbalanced data sets? - How would you implement a model? [Product mindset] - How would you approach a problem if a company doesnt have any data for a specific product? - What would you do if you have conflicting ideas with a product manager?
Coding and behavioral which were quite easy
Tell me about a project you recently worked on.
Parle-moi du projet dont tu as été le plus fier
There were questions about statistics, machine learning, etc. The usual stuff a data scientist is supposed to know.
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