Top 50
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Updated weekly · Last refresh Sep 13

Top 50 production Interview Questions

The most frequently asked production questions across all roles and companies, ranked by real interview frequency. Updated daily.

50questions
~7htotal time
124companies covered
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1
PipelinesStart here. 3 questions · ~24 min
Automate Maintenance and Patching PipelinesMedium

Approach for automating server maintenance and patching through controlled pipelines, orchestration, validation, and rollback.

patchingAutomationproductionTEKsystemsViasatAig - American International Group
Reproducible ML Model DeploymentsMedium

Tests your practices for deterministic training, versioning, and deployment repeatability.

reproducibilityMachine LearningproductionQuantumBlack
Zero-Downtime Database MigrationsHard

Tests production-safe migration design and risk mitigation techniques.

zero downtimeproductionRad HiresDEPTCClera
2
Machine Learning11 questions + 1 drill · ~99 min
Unsupervised Model EvaluationMedium

Tests ability to define evaluation strategies and metrics for unsupervised models in real systems.

Unsupervised LearningModel EvaluationproductionDatadog
Non-Stationary Time Series in ProductionHard

Assesses strategies for robustness to regime changes in production forecasting.

Time SeriesproductionBalyasny Asset Management
AI Production Deployment ChallengesMedium

Tests your production readiness thinking for reliability, performance, and lifecycle management.

productionVisa
SQL and Data Manipulation AssessmentMedium
Practice
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Prepare a latest-attempt modeling dataset with joined assessment features, missing-value counts, and outcome labels.

data preparationData ManipulationMachine LearningThe Boston Consulting Group
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3
Execution11 questions · ~89 min
Debugging Production Performance BottlenecksMedium

Assesses your systematic approach to diagnosing and resolving performance issues in production.

performanceDebuggingproductionPOS360
Production Code Bottleneck OptimizationMedium

Tests your performance debugging skills and impact-focused engineering approach.

bottlenecksproductionQuantumBlack
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4
Behavioral & Leadership4 questions · ~32 min
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5
Model Evaluation6 questions · ~48 min
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6
Coding4 questions · ~32 min
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7
More topics11 questions · ~89 min
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Hands-on SQL practiceWrite and run real queries in the editor. 2 drills · ~20 min
The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.