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Updated weekly · Last refresh Oct 17

XPeng Motors Machine Learning Engineer Interview Questions

The questions to prepare for a XPeng Motors Machine Learning Engineer interview. Questions from real interview reports rank first. Updated daily.

15questions
~2htotal time
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1
Machine LearningStart here. 9 questions · ~74 min
KMeans vs SVM Space UseMedium

Assesses your understanding of model and memory tradeoffs between clustering and SVM.

XPeng Motors
Computing IoU for TrianglesHard

Evaluates your ability to implement geometric IoU correctly for polygonal objects.

geometryXPeng Motors
Reinforcement Learning ExperienceMedium

Assesses your depth of reinforcement learning concepts, methods, and practical experience.

experienceXPeng Motors
Validating Edge CasesMedium

Tests rigor in evaluation design, dataset coverage, and failure-mode analysis.

performance evaluationmodel validationedge casesXPeng Motors
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2
Coding3 questions · ~25 min
Counting Islands in a GridMedium

Tests graph traversal and boundary handling for grid-based counting problems.

XPeng Motors
Optimizing Code for Production ConstraintsHard

Tests ability to translate algorithmic ideas into efficient, production-ready implementations.

space complexitytime complexityXPeng Motors
Counting Unique IslandsMedium

Assesses ability to design canonical representations for equivalence classes in grid problems.

XPeng Motors

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3
Behavioral & Leadership3 questions · ~25 min
Pivoting Research DirectionMedium

Tests your experimental thinking, adaptability, and how you translate results into new plans.

adaptabilityXPeng Motors
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