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Scorpion Interview Questions

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

50questions
~7htotal time
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1
CodingStart here. 5 questions · ~42 min
2
System Design5 questions · ~42 min
Design an LLM Serving PlatformHard

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

Cold StartFeature StoreModel ServingScorpion
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3
Pipelines4 questions · ~34 min
Design an End-to-End Data PipelineMedium

Approach for designing an end-to-end data pipeline from ingestion through transformation, storage, and downstream consumption.

data pipelinedesigningestionScorpion
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4
Execution3 questions · ~25 min
Handle Objections from Potential ClientsMedium

Tests your objection handling skills and ability to protect deal momentum for Amplify.

Trade-offsSuccess CriteriaRisk AssessmentScorpion
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5
Strategy5 questions · ~42 min
Prospecting New ClientsMedium

Tests your targeting strategy, outreach process, and ability to generate qualified pipeline.

Go-to-MarketGrowth StrategyMarket SizingScorpion
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6
Metrics4 questions · ~34 min
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7
More topics24 questions · ~203 min
Evaluate an LLM SystemMedium

Explain how to evaluate a generative model using offline and online methods, with attention to hallucination, product metrics, and experiment design.

HallucinationPrompt EngineeringLLM EvaluationScorpion
Monitor Deployed Model PerformanceMedium

Approach for monitoring a deployed model and improving accuracy and operational efficiency over time.

CalibrationAccuracyThreshold TuningScorpion
Choosing Interpretable vs Black-Box ModelsMedium

Explain how to choose between a simpler interpretable model and a more accurate black-box model.

Cross-ValidationBias-Variance TradeoffSupervised LearningScorpion
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