Top 25
Prep plan
Updated weekly · Last refresh Aug 30

Expedia Group Agentic AI Engineer Interview Questions

The questions to prepare for a Expedia Group Agentic AI Engineer interview. Questions from real interview reports rank first. Updated weekly.

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1
CodingStart here. 5 questions · ~45 min
Implementing a Basic SearchEasy
Practice

Find the first occurrence of a Taobao product ID in an unsorted list using linear search.

ArraysStringsSearchingExpedia Group
Explain Time Complexity of Array SearchEasy

Explain how to analyze the time complexity of a common array search solution and justify the Big O result.

MathArraysSearchingExpedia Group
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2
System Design4 questions · ~36 min
Design a Travel Recommendation PipelineHard

Design an end-to-end travel recommendation system with retrieval, ranking, feature pipelines, and online feedback loops.

Feature StoreRetrievalRecommendation SystemsExpedia Group
Optimizing Travel Search ResultsHard

Tests ability to design ranking improvements and measure impact on user outcomes.

ML RankingRetrievalRecommendation SystemsExpedia Group
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3
Model Evaluation3 questions · ~27 min
Model Performance EvaluationEasy

Tests your ability to select metrics, validation strategy, and interpret results for ML models.

PrecisionAccuracyRecallExpedia Group
AI Product Success MetricsMedium

Tests ability to define measurable success metrics aligned to user and business goals.

PrecisionAccuracyRecallExpedia Group
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4
Behavioral & Leadership10 questions · ~89 min
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5
More topics3 questions · ~27 min
Supervised vs Unsupervised LearningEasy

Explain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.

Unsupervised LearningFeature EngineeringBias-Variance TradeoffExpedia Group
Real-Time Travel Data PipelinesHard

Tests system design for low-latency pipelines supporting high-volume travel requests.

InfrastructureStream ProcessingOrchestrationExpedia Group
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