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Prep plan
Updated weekly · Last refresh Aug 30

DataScientest Data Scientist Interview Questions

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

37questions
~5htotal time
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1
Machine LearningStart here. 9 questions · ~73 min
2
Statistics & Probability3 questions · ~24 min
Interpreting Significance in ExperimentsMedium

Explain statistical significance in experiments and how p-values and confidence intervals guide interpretation.

Confidence IntervalsStatistical SignificanceP-ValuesDataScientest
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3
A/B Testing & Experimentation4 questions · ~32 min
Test Retention Lift from New FeatureHard

Design an experiment to determine whether a new product feature causes a meaningful retention lift without harming key guardrail metrics.

ExperimentationGuardrail MetricsA/B TestingDataScientest
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4
Behavioral & Leadership12 questions · ~97 min
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5
More topics9 questions · ~73 min
Interpret a Confusion MatrixEasy

Explain what a confusion matrix shows and how to read it for precision and recall.

Confusion MatrixPrecisionAccuracyDataScientest
Diagnose KPI Drop After ReleaseMedium

Diagnose a post-release KPI drop by separating instrumentation issues from real behavior changes and tracing the problem through the metric hierarchy.

KPILeading IndicatorsDiagnosisDataScientest
Backfilling Missing Pipeline DataMedium

Approach for safely backfilling missing data while preserving correctness, idempotency, and data quality.

ETLQualityDataScientest
Designing Product MetricsMedium

Assesses product sense and metric design aligned to user value and business goals.

North Star MetricKPIsProduct VisionDataScientest
SQL for Data AnalysisMedium

Assesses practical SQL skills for transforming and extracting insights from data.

JoinsData WranglingAggregationsDataScientest
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 37 questions plus 3 hands-on drills to finish this plan.