Companies rely on machine learning engineers to help design and improve the systems that allow their software to improve on its own, rather than being specifically programmed. During the interview process, be prepared to be tested heavily on both computer science and data science knowledge with an emphasis on recognizing patterns and trends. A bachelor's degree in computer science or a related field will be required.
1st Interview: what is RAG why do we use it and metadata filtering. Fairly easy ones. Then asked me coding leetcode easy/medium level question on live coding. 2nd Interview:Design a recommendation system for a store when the input is an api with only userid. He then asked a medium/hard leetcode level coding question.
1. Machine learning and deep learning questions, like bias vs variance, parallel mini batch training. 2. Cuda optimization questions
Can not disclose due to NDA
implement functions of constructing binary tree
Given a DAG, write a function to return the length of the longest path.
Search, BFS, Binary tree, binary search
Why should we choose you
Standard leetcode medium/hard and cookie cutter ML sysdes questions.
Leetcode coding problems. One of the questions wasn't on leetcode though.
Tell me about yourself, Describe when you resolved a conflict, etc
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