1st Zoom Interview: Basic questions on Programming, Regressions, and previous experience Embedded Assumptions in linear regression? 2nd Zoom interview same day: What is VaR? Expected Shortfall? Generate two random numbers in python with some correlation? How to treat missing values in data? Proxy method
Statistics and Machine Learning Theory and Fundamentals Discuss Doctoral Research Discuss Previous Projects in Machine Learning and Data Science
Selected questions based on resume
Where do you see yourself in 10 years?
Statistics related questions, law of large numbers, correlation and other concepts
How do you ensure the guest remains happy?
Tell me a little bit about yourself
Various questions about what you would do in difficult situations with difficult people
The senior analyst asked a real-world simulation problem to test my thinking. Very good question around the pros/cons and challenges with moving from a perpetual to a recurring license revenue model. Very insightful and good question to ask. After the first round of interviews, they asked me to complete a more detailed business modeling design plan (see Wikipedia for Business Model by Osterwalder, et al).
"Do you intend to work for Autodesk after your graduation?" - I actually did not think of sticking to the company that I have internship with. And I did not think they would ask this question to those applying internship program, who are supposed to have interest in them.
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