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Prep plan
Updated weekly · Last refresh Aug 30

Fiverr Data Scientist Interview Questions

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

25questions
~4htotal time
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1
SQL & Data ManipulationStart here. 3 questions + 2 drills · ~46 min
2
Metrics4 questions · ~35 min
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 IndicatorsDiagnosisFiverr
Improve Checkout Conversion MetricsHard

Define the checkout metrics to watch and use funnel diagnosis to find where conversion is leaking.

Funnel AnalysisConversion RateA/B TestingFiverr
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3
Machine Learning5 questions · ~43 min
Handle High-Cardinality FeaturesMedium

Tests feature engineering strategies for high-cardinality categories in tree-based models.

Feature EngineeringFiverr
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4
A/B Testing & Experimentation4 questions · ~35 min
Pitfalls in Marketplace A/B TestsHard

Tests your understanding of interference, bias, and marketplace dynamics when evaluating changes on Fiverr.

Network InterferenceNovelty EffectSample Ratio MismatchFiverr
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5
Behavioral & Leadership5 questions · ~43 min
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6
More topics4 questions · ~35 min
Evaluate Imbalanced Classification ModelMedium

How to evaluate a classification model when the classes are heavily imbalanced.

PrecisionAUC-ROCRecallFiverr
Interpreting P Values in TestingEasy

Explain what a p-value means in hypothesis testing and how it relates to statistical significance.

Hypothesis TestingStatistical SignificanceP-ValuesFiverr
Word2Vec vs BERT for SearchMedium

Tests your understanding of embedding approaches for semantic search and query-document matching.

transformersWord EmbeddingsFiverr
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The finish line: interview-readyComplete all 25 questions plus 2 hands-on drills to finish this plan.