1. Considerations while building ML pipelines. 2. How comfortable you are with writing YAML, shell scripting 3. ML basics 4. 1 Leetcode Easy question
Machine Learning Consultant Interview Questions
8,198 machine learning consultant interview questions shared by candidates
ML system design, coding, etc.
What features would you use to predict the lifetime values of a customer?
Can you walk us through your resume?
What experience do you have in developing machine learning methods
Apart from questions about the past work the main focus in the interviews was about how to solve different bussiness problems with machine learning. I recommend to spend enough time on searching the information about the problems which Booking.com solves using machine learning during a preparation to an interview.
Describe the time when you let go of a short time goal for a long time goal.
Describe a time when you stood up for an idea/opinion you believed in?
Situation where you had a disagreement with a colleague/boss? Situation where you had to take a risk where the end result was success/failure?
The interview questions were some behavioral ones, then some fundamental questions about machine learning concepts and definition of different algorithms, how to select one method over another one considering the data. The next phase was coding interview with two questions, some tricky questions also asked.
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