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Updated weekly · Last refresh Sep 17
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Anaplan Data Scientist Interview Questions

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

17questions
~2htotal time
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1
A/B Testing & ExperimentationStart here. 4 questions · ~34 min
Design Test for New FeatureMedium

Design an A/B test for a new platform feature, including success metrics, power, guardrails, and a clear ship decision.

experiment designfeature evaluationA/B TestingAAnaplan
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 MismatchAAnaplan
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2
Product Sense5 questions · ~42 min
Retention vs Engagement BalanceMedium

Assesses your product thinking for optimizing outcomes across competing time horizons.

user retentionEngagement MetricsAAnaplan
Sales Tool Health MetricsMedium

Tests ability to define actionable health metrics aligned to user behavior and outcomes.

KPI developmentAAnaplan
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3
Behavioral & Leadership4 questions · ~34 min
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4
More topics4 questions · ~34 min
Investigate Metric DropMedium

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

metric selectionDiagnosiskpi hierarchyAAnaplan
Explaining P Values ClearlyEasy

Explain what a p-value means, how it relates to statistical significance, and how to describe it clearly to non-technical stakeholders.

CommunicationStatistical SignificanceP-ValuesAAnaplan
Optimize Slow SQL at ScaleHard

Assesses your performance tuning skills for large-scale SQL workloads.

Performance Tuningquery optimizationsqlAAnaplan
Statistical Significance in Hypothesis TestingEasy

Explain what statistical significance means and why it matters when interpreting experimental or analytical results.

Hypothesis TestingData AnalysisStatistical SignificanceAAnaplan

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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
Second Attempt Score Per UserEasy
Practice
Practice drill

Use ROW_NUMBER to return each student's second score on a specified Khan Academy exercise.

Data Analysissqluser engagementKhan Academy
Optimizing Slow SQL QueriesHard
Practice
Practice drill

Optimize a PostgreSQL transaction query that filters, aggregates, ranks, and returns top merchants efficiently on large tables.

Performance Tuningdatabase optimizationlarge datasetsSprinter HealthSentiLinkAutodesk
Top Users by Recent Transaction VolumeMedium
Practice
Practice drill

Find the top 3 users by completed transaction volume in the last 30 days using joins and aggregation.

Data Analysisquery optimizationsqlTTier 1 BankCCash AppChime
The finish line: interview-readyComplete all 17 questions plus 3 hands-on drills to finish this plan.