Case study - feature engineering, model training, model deployment questions as well.
Machine Learning Engineer Interview Questions
6,169 machine learning engineer interview questions shared by candidates
Can you show me some of the projects you did? (when done remote)
What are you looking for in your next job?
Interviewer called me on the phone and asked a very dumb question regarding data preprocessing. Usually it should go from easy to complicating it but he didn't let me complete the code and started introducing complexities just when we hit them and was pretty intimidating to go through.
Task on developing ML model and deployment
Typical questions about your background
explain the working of neural networking and back propagation
Popular ML components like LSTMs, Transformers, CNN etc. Building ML models in the context of speech recognition/NLP and advantages or shortcomings of each approach. These have to all be addressed while building an ML pipeline. Know your own projects in detail and why certain models were used vs. others
Your solutions to improve the code retrieval system
High level design questions about designing a distributed system for url shortening and scaling that system for millions of requests per second to that url
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