asked about projects, frameworks used , how you manage team, casestudy without data
Lead Data Scientist Interview Questions
409 lead data scientist interview questions shared by candidates
They will ask you to solve a assignment - a binary classification problem
Explain how do you design a ML system for information extraction from documents?
Regression and what features to choose for regressions.
Tell about your previous project
Questions générales sur les méthodes de ML que j'ai utilisées pour résoudre des problématiques : GNN, boosting, decision trees, etc.
Technical details about project, Transformers, LLMs, use case discussions
What is your past experience?
Can you tell us about an experience you had mentoring or leading other team colleagues?
2nd interview: a probablity/statistics question, ~ 40 minutes. a dirty dataset, required cleaning and some feature extraction using basic NLP.
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