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Aurora Energy Research Interview Questions

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

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1
SQL & Data ManipulationStart here. 4 questions + 2 drills · ~53 min
2
Strategy4 questions · ~33 min
3
Pipelines3 questions · ~25 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityAurora Energy Research
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4
Machine Learning3 questions · ~25 min
Supervised vs Unsupervised LearningEasy

Explain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.

Unsupervised LearningFeature EngineeringBias-Variance TradeoffAurora Energy Research
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5
Execution4 questions · ~33 min
Resolve Conflicting Stakeholder PrioritiesMedium

Explain how you align stakeholders with competing priorities, make trade-offs explicit, and keep execution on track.

Trade-offsRisk AssessmentScope ManagementAurora Energy Research
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6
Metrics4 questions · ~33 min
Diagnose a Metric Drop After LaunchMedium

Investigate why a key KPI moved the wrong way after a product change and separate signal from noise.

Lagging IndicatorsLeading IndicatorsDiagnosisAurora Energy Research
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7
More topics28 questions · ~234 min
Pitfalls in Streaming Experiment AnalysisHard

Identify major online experiment pitfalls and explain how they can bias results in a streaming product A/B test.

Network InterferenceNovelty EffectSample Ratio MismatchAurora Energy Research
Russian Roulette Firing StrategyHard

Use conditional probability to compare firing immediately with spinning again under separated and adjacent bullet configurations.

DistributionsprobabilityConditional ProbabilityAurora Energy Research
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