Google Machine Learning Engineer Machine Learning Interview Questions
Practice the exact questions companies are asking right now.
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4 Questions 1 Company
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Google
Medium
Machine Learning Engineer LockedExplain GRPO-style training for diffusion models
You are given a pretrained image diffusion model that generates images conditioned on text prompts (e.g., a text-to-image model). You now want to fine...
Machine Learning
0
0
Dec 8, 2025
Google
Hard
Machine Learning EngineerList regularization methods and trade-offs
Question: Compare Regularization Techniques and When to Use Them Context: You are interviewing for a machine learning engineering role and are asked t...
Machine Learning
0
0
Sep 6, 2025
Google
Hard
Machine Learning EngineerExplain transformer architecture and variants
Technical Screen: Explain the Transformer Architecture Scope Provide a structured deep-dive into Transformers. Your explanation should cover theory, s...
Machine Learning
0
0
Sep 6, 2025
Google
Medium
Machine Learning EngineerExplain modeling challenges and fixes
Model Development Challenges: Detection, Alternatives, Solution, Evidence Context: In a technical screen for a Machine Learning Engineer, you are aske...
Machine Learning
0
0
Sep 6, 2025