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Blue River Technology Data Scientist Interview Questions

The questions to prepare for a Blue River Technology Data Scientist interview. Questions from real interview reports rank first. Updated daily.

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Behavioral & LeadershipStart here. 4 questions · ~41 min
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More topics8 questions · ~83 min
Rolling Average with SQL Window FunctionsMedium
Practice

Use a PostgreSQL window function to calculate inclusive 30-day rolling sensor averages for active WSP monitoring assets.

Window FunctionssqlBBlue River Technology
Statistical vs Practical SignificanceMedium

Explain how statistical significance differs from practical significance and how both affect an A/B test decision.

MDEGuardrail MetricsStatistical SignificanceBBlue River Technology
Ensuring A/B Test SignificanceHard

Explain how to establish statistical significance in A/B tests using hypotheses, power, confidence intervals, and safeguards against false positives.

Hypothesis TestingData AnalysisStatistical SignificanceBBlue River Technology
Describe an ML Project and ChallengesEasy

Discuss a machine learning project you have worked on and the challenges you faced.

Hyperparameter TuningCross-ValidationFeature EngineeringBBlue River Technology
Design a New Engagement MetricHard

Define a meaningful engagement metric for a retail analytics mobile application and explain how to validate it.

product metricsMetricsuser engagementBBlue River Technology
Diagnose Engagement DropHard

Identify the causes of a quarterly engagement decline through metric validation, decomposition, segmentation, and trend analysis.

MetricsDiagnosisuser engagementBBlue River Technology
SQL Window Functions Moving AverageMedium
Practice

Calculate a three-day moving average of active-client revenue using aggregation and SQL window functions.

Window FunctionsData AnalysissqlBBlue River Technology
Common Pitfalls in Experiment ResultsHard

Identify the main pitfalls that can distort A/B test interpretation and explain how to guard against them.

PeekingNovelty EffectSample Ratio MismatchBBlue River Technology

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