Interview questions

78 questions

Describe an experience working in a cross-functional team.

Why is a deep neural network better than a shallow neural network?

Tell me about a technical challenge that you have overcome.

What technical contributions have you made to a project?

Microsoft2y ago

Explain multithreading.

Write functions to serialize and deserialize a list of strings.

Describe the most technically complex project you have worked on and explain why it was complex.

Given an nxn grid of 1s and 0s, return the number of islands in the input.

What metrics did you use to train and evaluate your models?

How did you handle stakeholder management on your past projects?

Given the head of two singly linked lists, write a function to return the point where they intersect (if any).

What is overfitting or underfitting? Which models are most likely to experience this, and why?

BehavioralML Engineer

What tradeoffs did you consider on products you worked on?

Explain Deep Learning to a non-technical audience.

TechnicalML Engineer

How would you approach data curation for an LLM training pipeline?

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How would you position Cosmos?

Write a function to print 1 to n without using a loop.

Design a distributed training system for a trillion-parameter language model.

System designSWE