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Crayon Interview Questions

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

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1
StrategyStart here. 4 questions · ~35 min
2
System Design7 questions · ~61 min
Design an LLM Serving PlatformHard

Design an LLM serving system that balances latency, cost, scalability, and safety for production traffic.

Cold StartFeature StoreModel ServingCrayon
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3
Execution8 questions · ~69 min
Prioritize Work Across Multiple AccountsEasy

Explain how you prioritize across multiple accounts when time, stakeholder demands, and revenue impact compete.

Trade-offsRoadmappingScope ManagementCrayon
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4
Metrics3 questions · ~26 min
Analyze Campaign Metrics That MatterEasy

Explain how you evaluated a marketing campaign using funnel, efficiency, and business outcome metrics.

KPIsLeading IndicatorsDiagnosisCrayon
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5
Generative AI & LLMs4 questions · ~35 min
Approach LLM Fine-Tuning for TasksMedium

Explain a practical approach to fine-tuning an LLM for a specific task, including data, evaluation, and hallucination risks.

Prompt EngineeringLLM EvaluationFine-TuningCrayon
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6
Machine Learning7 questions · ~61 min
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7
More topics17 questions · ~148 min
Reverse a Linked ListEasy
Practice

Reverse a singly linked list in place using pointer manipulation.

RecursionLinked ListsCrayon
Data Quality in ML PipelinesMedium

Practical approach for maintaining data quality across ML ETL pipelines, orchestration, and repeatable data processing.

Data QualityETLData ModelingCrayon
Common Model Evaluation MetricsEasy

Explain common machine learning evaluation metrics and when each is useful.

PrecisionAccuracyRecallCrayon
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
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