Describe the architecture of a convolutional neural network (CNN)
Senior Machine Learning Engineer Interview Questions
8,210 senior machine learning engineer interview questions shared by candidates
Tell me about a time when you learned a new technology to solve a problem.
what could you frustrate at work? Describe the time you had an argument with your boss. A project you're proud of...
Walk me through one of your projects. How did you monitor? How did you detect drift or bias? Explain a time to me when a model failed. How did you detect the failure? There was also a coding interview in which they shared a GitHub project beforehand. Task was to then pair-code with one of their engineers.
leetcode medium variations, can't say specific ones
What type of metrics do you use in your models?
Describe your work / last paper
R1: 1. Coding question involving arrays (LeetCode medium-level difficulty) 2. PySpark scenario-based question focused on data manipulation 3. Asked to write an SQL query to assess understanding of joins R2: 1. HLD question on designing a targeting system
N/A - signed an NDA
use a bias coin to simulate a die
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