Top 17
Prep plan
Updated weekly · Last refresh Nov 6
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Eraneos Data Scientist Interview Questions

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

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1
Product SenseStart here. 3 questions · ~26 min
Balance Conversion and RetentionHard

Framework for deciding when to favor short-term conversion gains versus long-term retention in a product decision.

Feature PrioritizationUser NeedsValue PropositionEEraneos
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2
A/B Testing & Experimentation4 questions · ~35 min
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 MismatchEEraneos
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3
Behavioral & Leadership4 questions · ~35 min
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4
More topics6 questions · ~52 min
SQL Top Spenders With Recent LoginsMedium
Practice

Given a table of user transactions and a table of user logins, write a query to identify the top 10% of users by spend who have logged in within the last 3...

Date FunctionsJoinsRankingEEraneos
Diagnose Engagement DropHard

Identify the causes of a quarterly engagement decline through metric validation, decomposition, segmentation, and trend analysis.

MetricsDiagnosisuser engagementEEraneos
Precision vs Recall in ML ProblemsMedium

Assesses ML problem framing and metric selection based on business impact.

PrecisionRecalloptimizationEEraneos
Ensuring Statistical SignificanceMedium

Tests your experimental design and statistical rigor for reliable conclusions.

experiment designStatistical SignificanceEEraneos
Investigate Metric DropMedium

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

metric selectionDiagnosiskpi hierarchyEEraneos
Running Totals for Sales ReportingMedium

Explain how to calculate cumulative totals in SQL using window functions, ordering, and optional pre-aggregation.

Window FunctionsDate FunctionsRunning TotalsEEraneos

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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 17 questions plus 2 hands-on drills to finish this plan.