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Updated weekly · Last refresh Oct 17
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Sika Data Scientist Interview Questions

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

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1
A/B Testing & ExperimentationStart here. 3 questions · ~30 min
Statistical vs Practical SignificanceMedium
Recently asked

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

MDEGuardrail MetricsStatistical SignificanceSSika
Compute A/B Test Sample SizeHard
Recently asked

Determine the sample size needed to detect a meaningful A/B test effect at a chosen significance level and power.

experiment designMDEStatistical SignificanceSSika
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2
Behavioral & Leadership6 questions · ~59 min
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3
More topics6 questions · ~59 min
Rolling Average with Window FunctionsMedium
Practice
Recently asked

Calculate daily sales and a date-based 30-day rolling average using PostgreSQL window functions.

Date FunctionsData ManipulationAggregationsSSika
Handle Seasonality and ShocksHard
Recently asked

Explain how to separate recurring seasonal patterns from external shocks in historical time-series analysis.

RegressionseasonalityTime SeriesSSika
Diagnose a Metric DropHard
Recently asked

Explain how you diagnosed a metric decline, separated competing hypotheses, and converted the findings into actions.

KPIsroot cause analysisdiagnostic processSSika
Define Metrics for New FeaturesMedium
Recently asked

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

MetricsFeature Prioritizationuser valueSSika
SQL for Top Product CategoriesMedium
Practice
Recently asked

Rank Goodyear product categories by regional revenue and preserve ties for the top position.

JoinsRankingCTEsSSika
Investigate Sudden Metric DropHard
Recently asked

Build a systematic process to validate a 10% overnight KPI decline, isolate its cause, and recommend corrective action.

root cause analysisKPIoperational healthSSika

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