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App Orchid Interview Questions

The questions to prepare for App Orchid interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

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~7htotal time
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1
Machine LearningStart here. 3 questions · ~25 min
2
Metrics3 questions · ~25 min
Using Metrics to Drive DecisionsEasy

Explain how you used a KPI and supporting metrics to diagnose a product issue and make a concrete product decision.

Funnel AnalysisKPIsLeading IndicatorsApp Orchid
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3
Execution3 questions · ~25 min
Choose Monolith or MicroservicesMedium

Evaluate the execution trade-offs between monoliths and microservices and explain how you would choose the right approach.

Trade-offsRisk AssessmentScope ManagementApp Orchid
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4
Coding13 questions · ~107 min
Time Complexity of Sorting AlgorithmsEasy

Compare common sorting algorithms by best, average, and worst-case time complexity and explain when each is appropriate.

MathArraysSortingApp Orchid
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5
Statistics & Probability3 questions · ~25 min
A/B Testing for Product FeaturesMedium

Explain how to design and evaluate an A/B test for a product feature, including metrics, MDE, sample size, and guardrails.

Hypothesis TestingStatistical SignificanceA/B TestingApp Orchid
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6
SQL & Data Manipulation3 questions + 3 drills · ~55 min
7
More topics20 questions · ~164 min
Explain Research to Non ExpertsEasy

Approach for translating a complex research result into a clear, useful message for a non-expert audience.

User NeedsValue PropositionProduct VisionApp Orchid
Common Model Evaluation MetricsEasy

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

PrecisionAccuracyRecallApp Orchid
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The finish line: interview-readyComplete all 48 questions plus 3 hands-on drills to finish this plan.