Top 50
Prep plan
Updated weekly · Last refresh Oct 17

Google AI Engineer Interview Questions

The questions to prepare for a Google AI Engineer interview. Questions from real interview reports rank first. Updated daily.

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1
System DesignStart here. 7 questions · ~73 min
2
Coding7 questions · ~73 min
Most Frequent Event from TimestampsMedium
Practice

Use a hash map to find the most frequent event message and return all of its timestamps.

aggregationArraysAlgorithmsGoogle
Traversal of an N-ary TreeEasy
Practice

Return an n-ary tree's preorder traversal using iterative depth-first search.

dfsData StructuresAlgorithmsGoogle
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3
Generative AI & LLMs7 questions · ~73 min
Plan a RAG ProjectHard
Recently asked

Plan an evaluation-first RAG system covering ingestion, retrieval, generation, safety, cost, latency, and monitoring.

Vector SearchRAGproject planningGoogle
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4
Model Evaluation7 questions · ~73 min
Evaluating Generative Output QualityHard
Recently asked

Design an evaluation framework for measuring both the quality and diversity of generative model outputs.

evaluation metricsModel Evaluationevaluation frameworkGoogle
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5
Machine Learning7 questions · ~73 min
Predict Image Upload TagsMedium
Recently asked

Build a multi-label image classification system to predict upload tags from images and metadata under latency and class-imbalance constraints.

Neural NetworksFeature EngineeringSupervised LearningGoogle
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6
NLP6 questions · ~62 min
Explain Attention in Support Ticket TransformersMedium
Recently asked

Explain and implement self-attention in a Transformer classifier for SaaS support tickets, including preprocessing, fine-tuning, and attention analysis.

Language ModelsWord EmbeddingsTokenizationGoogle
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7
More topics9 questions · ~93 min
Patient Data Quality and PrivacyMedium
Recently asked

Approach for protecting sensitive patient data while maintaining high data quality across an analytics pipeline.

ETLData ModelingQualityGoogle
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