Programming on whiteboard: Implement a regex parser.
Senior Scientist Interview Questions
5,952 senior scientist interview questions shared by candidates
colloquio con case study in pieno stile Data Science, problema di classificazione con manipolazione dati, sviluppo su notebook, discussione in Inglese di approccio seguito e improvement points, con due interviewer
A few case studies for DS ML problems.
Coding of general software engineering stuff
Interpretebility of ML models mostly, simple questions around test cases like customer segmentation and how to do it.
1. Live coding: basic dataframe operations, regression model fitting, handling class imbalance in SVM (basic) 2. Resume Based: Basics of ML, ML Ops, OOPS 3. Technical Round 1: Resume based, very detailed questions on projects, simple case study (problem formulation and brain storming) 4. Technical Round 2: Basics of ML Algorithms, Technical workings of them 5. Case Study: Forecast demand for sales of a product for a national company with stores in different location (store level forecast) 6. Simple ML questions, 5 min case study
General background questions, education, practical experience, what I wanted in terms of career long-term, etc...
Tell me about your research experience
What was your most challenging project
Went into a fair amount of expert knowledge on the domain and my experiences therein
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