Basic python knowledge Asked about coding in a real-time environment Asked about my current work
Sr Data Scientist Interview Questions
3,512 sr data scientist interview questions shared by candidates
What are some strategies for preventing overfitting when using a tree-based model?
Mainly asked about my past projects work in details with follow up questions about various aspects of data science and machine learning.
self introduction logical question home assignment (PCA based anomaly detection)
Some questions about architecture regarding Databricks and pros and cons about that. Basic questions about ML algos (linear regression KNN etc...) Some behavioural questions which are kind of common in corporate world specially about dealing with multiple teams, alignment, how to collaborate in big setups etc...
Tell me about a time you a conflict with your manager and how you solved it
Explain the transformer architecture diving deep into self attention mechanism.
Tell me about some of your past projects
1st round 1:1 2nd round technical interview 3rd round 3-hr technical assessment 4th round 1/2 day in person 5th round chat with leadership
I was asked to sign an NDA
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