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Luma AI Interview Questions

The questions to prepare for Luma AI interviews, across all roles. Questions from real interview reports rank first. Updated daily.

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1
CodingStart here. 7 questions · ~74 min
Rotate a 2D Image 90 DegreesMedium
Practice

Rotate a square 2D image 90 degrees clockwise in place using matrix transposition and row reversal.

function implementationArraysArray ManipulationLuma AI
Implement Softmax From LogitsMedium
Practice

Convert a list of logits into probabilities using a numerically stable softmax implementation.

ArraysAlgorithmsedge casesLuma AI
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2
System Design5 questions · ~53 min
One-Day Production Take-HomeMedium

Tests planning, prioritization, and ability to ship production-quality work quickly.

time managementExecutionLuma AI
Highly Concurrent TTS or Image BackendHard

Tests backend concurrency architecture for serving ML models efficiently and reliably.

InfrastructureModel ServingconcurrencyLuma AI
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3
Behavioral & Leadership10 questions · ~106 min
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4
More topics5 questions · ~53 min
Secure API Keys and Rate LimitsMedium

Tests secure authentication, abuse prevention, and practical rate-limiting design for an external AI API.

APIsrate limitingSecurityLuma AI
Feature Prioritization and Trade-offsMedium

Tests product-minded engineering judgment and trade-off management under startup constraints.

Trade-offsPrioritizationLuma AI
Verifying AI-Generated CodeMedium

Tests secure engineering practices, testing strategy, and code review for AI-assisted changes.

code qualityTestingSecurityLuma AI
Matrix Imputation and NormalizationHard

Tests data preprocessing skills for handling missing values and normalization logic.

normalizationLuma AI
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 27 questions plus 3 hands-on drills to finish this plan.