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Ml Engineer Interview Questions
2,760 ml engineer interview questions shared by candidates
- Tech Screen: Basic Python/Pandas coding with a real-life ML prediction dataset from GCS. - Sales Pitch: Common discovery call questions and objections
difference between LSTM and transformer and when to use what
In the technical interview, the one key question they asked me was to explain how I would design a RAG (Retrieval-Augmented Generation) system using LangChain and LLMs. They wanted to know my approach to building scalable data pipelines, how I would handle large datasets, and how I would integrate different sources of information into a coherent AI-driven solution. It was a challenging question that tested both my technical depth and understanding of system architecture.
HR asked general questions about experience.
What sort of projects have you lead in the past that would apply to this role?
Q: Tell me about your background.
ML Algorithms, Deep Learning and NLP
Coding Questions, ML questions, and Project description
Study probability, they wont tell you to, but do it. 'Data product' was not the same as ML system design in my experience.
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