Top 35
Prep plan
Updated weekly · Last refresh Oct 17

Mirakl Data Scientist Interview Questions

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

35questions
~5htotal time
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1
Machine LearningStart here. 9 questions · ~78 min
2
Statistics & Probability3 questions · ~26 min
Sample Size and Power PlanningMedium

Reason about sample size, power, and minimum detectable effect before launching an experiment.

Hypothesis TestingPower AnalysisSample SizeMirakl
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3
NLP3 questions · ~26 min
Word2Vec BasicsMedium

Tests your core NLP knowledge of Word2Vec and its training approaches.

Mirakl
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4
Behavioral & Leadership11 questions · ~96 min
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5
More topics9 questions · ~78 min
Cohort Conversion ComparisonMedium
Practice

Compare Mirakl buyer cohort conversion rates using aggregation, a LEFT JOIN, and RANK window functions.

Window FunctionsCohort AnalysisAggregationsMirakl
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 IndicatorsDiagnosisMirakl
Python Data Structure ComplexityEasy

Assesses your fundamentals of Python performance characteristics.

backgroundCommunicationtechnical experienceMirakl
A/B Test for CategorizationHard

Assesses experimental design choices for marketplace ranking and categorization changes.

experiment designMDEGuardrail MetricsMirakl
Imbalanced Multi-Class EvaluationMedium

Tests your model evaluation strategy for long-tail, imbalanced multi-class problems.

Evaluation TechniquesClassificationF1 ScoreMirakl
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Hands-on SQL practiceWrite and run real queries in the editor. 2 drills · ~20 min
The finish line: interview-readyComplete all 35 questions plus 2 hands-on drills to finish this plan.