Microsoft AI Engineer Interview Questions
The questions to prepare for a Microsoft AI Engineer interview. Questions from real interview reports rank first. Updated weekly.
Implement an LRU cache in O(1) average time using a hash table and doubly linked list.
MicrosoftUse DFS tree dynamic programming to compute the maximum path sum across any parent-child path in a binary tree.
MicrosoftApproach for maintaining high quality data across ML pipelines, from ingestion through feature generation and model consumption.
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Choose a decision threshold for a classifier using precision, recall, calibration, and confusion matrix tradeoffs.
MicrosoftExplain how transformer self-attention works, including its role in sequence modeling and why it scales better than RNNs.
MicrosoftBuild and compare baseline and engineered-feature classifiers for consumer loan default prediction, and explain how feature engineering changes model performance.
MicrosoftDesign an LLM serving system that balances latency, cost, scalability, and safety for production traffic.
MicrosoftEvaluates your evaluation framework for grounding quality and usefulness in generative AI outputs.
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