- Get users opted in/out after processing an opt in/out log - Bigram tokenization - Random weighted sample of a list - Design a recommendation system - Time you dealt with failure - Time you dealt with a conflict at work - Time you dealt with an uncomfortable situation at work - Tell me about yourself - Tell me about time you worked on a team, what were your responsibilities, did you lead? - Tell me about your work experience - Why Yelp
Typical tell me about a time you did this or had to do that
- They ask you to code an ML algorithm - The system design questions are relevant to their challenges and real problems they needed to solve.
Code signal questions/ leet code easy and medium questions
Could talk about projects related to AI/ML you did? Could explain about Agent AI projects you developed? Questions about architecture of Generative AI
How many years of experience do you have in [x] technology?
Tell us about a previous ML project
In system design, for an LLM-based service, how to handle the case of a provider going down
Data Structures Round: They asked stock price fluctuation from Leetcode with a little twist in the question. The focus is on what Data Structure I choose, their trade offs and Time complexity. The code should be executable along with Unit tests in 60 mins. I had a Java Developer interviewing me, I did my solution in python. The interviewers will give hints through out the interview, thus felt like a brain storming session. The difficulty of the MLE interview is equal for an SDE role
How you test your ML models for production scale?
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