Top 26
Prep plan
Updated weekly · Last refresh Oct 17

Google Agentic AI Engineer Interview Questions

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

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1
System DesignStart here. 9 questions · ~97 min
General Recommendation SystemHard

Design a multi-stage recommendation system with retrieval, ranking, and monitoring at production scale.

Feature StoreRetrievalRecommendation SystemsGoogle
Music Recommendation SystemHard
Recently asked

Design a music recommendation system for low-latency personalized retrieval, ranking, and re-ranking at scale.

ML RankingFeature StoreRecommendation SystemsGoogle
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2
Coding7 questions · ~75 min
Shortest Path ReachabilityMedium

Tests graph algorithm knowledge for reachability and shortest path computation.

Google
Validate Agent Workflow DAGMedium
Practice
Recently asked

Problem Given a workflow of n steps labeled 0 to n - 1, a list of directed edges dependencies where a, b means step a must run before step b, a list requi...

RecursionQueueGraphsGoogle
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3
Generative AI & LLMs5 questions · ~54 min
Reliable Gemini Tool Calling LoopHard
Recently asked

Design a reliable Gemini tool-calling loop with schema validation, retries, fallback behavior, and evaluation for malformed outputs and wrong tool choice.

Structured ExtractionPrompt EngineeringLLM AgentsGoogle
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4
Machine Learning3 questions · ~32 min
Loss Tradeoffs for Tool SelectionMedium
Recently asked

Evaluates understanding of training objectives and how they affect tool-selection behavior.

loss functionsoptimizationGoogle
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5
More topics2 questions · ~22 min
Continuous Evals for Agent QualityHard
Recently asked

Assesses ability to build eval systems that measure agent correctness, tool use, and hallucination risk.

Google
Offline Caching and Sync for Agent TasksHard
Recently asked

Tests pipeline and reliability design for offline operation, state reconciliation, and safe task resumption.

Stream ProcessingBatch ProcessingIdempotencyGoogle
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