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Updated weekly · Last refresh Sep 22
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Impetus Technologies Data Scientist Interview Questions

The questions to prepare for a Impetus Technologies Data Scientist interview. Questions from real interview reports rank first. Updated daily.

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1
SQL & Data ManipulationStart here. 4 questions · ~45 min
SQL Ranking FunctionsMedium
Practice

Compare RANK, DENSE_RANK, and ROW_NUMBER by applying each to ordered employee scores.

Data ManipulationRankingdatabase queryingIImpetus Technologies
SQL for User Engagement TrendsMedium
Practice

Aggregate user engagement by feature and date, then compare daily activity with the previous available date.

Lag/LeadDate FunctionsGroup ByIImpetus Technologies
SQL Window Functions Moving AverageMedium
Practice

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

Window FunctionsData AnalysissqlIImpetus Technologies
Handling Missing and Dirty SQL DataMedium

Explain how to profile, clean, and standardize missing or dirty data before analysis.

Data WranglingCase WhenQualityIImpetus Technologies
2
Behavioral & Leadership4 questions · ~45 min
Explaining Complex ConceptsMedium

Tests communication, audience analysis, influence, and ownership when translating complex information into clear action.

audience analysisaccessibilityCommunicationIImpetus Technologies
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3
More topics3 questions · ~34 min
Investigate Metric DropMedium

Diagnose a below-expectations product metric drop using decomposition, guardrails, and experiment checks.

metric selectionDiagnosiskpi hierarchyIImpetus Technologies
Define Metrics for New FeaturesMedium

Define a success metric for a new feature that captures real user value, not just raw usage.

MetricsFeature Prioritizationuser valueIImpetus Technologies
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 MismatchIImpetus Technologies

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