Top 49
Prep plan
Updated weekly · Last refresh Oct 17

Fanduel Data Scientist Interview Questions

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

49questions
~7htotal time
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1
A/B Testing & ExperimentationStart here. 5 questions · ~42 min
2
Model Evaluation3 questions · ~25 min
Validate Model Before DeploymentMedium

Approach for validating a machine learning model before deployment, from offline testing to threshold and calibration checks.

Cross-ValidationAccuracyThreshold TuningFanduel
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3
Machine Learning12 questions · ~100 min
Preprocessing Data With Missing ValuesMedium

Explain how to preprocess missing data for a supervised learning task without introducing leakage or degrading model quality.

Cross-ValidationFeature EngineeringSupervised LearningFanduel
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4
Product Sense3 questions · ~25 min
Prioritize With Limited ResourcesMedium

Framework for deciding what to build first when resources are constrained and trade-offs are unavoidable.

Feature PrioritizationUser NeedsMVPFanduel
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5
Metrics3 questions · ~25 min
Define Success for a New FeatureEasy

Define the right metrics to judge whether a new product feature is successful.

KPIsConversion RateLeading IndicatorsFanduel
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6
SQL & Data Manipulation6 questions + 2 drills · ~70 min
7
More topics17 questions · ~142 min
Debugging Production Data PipelinesMedium

A structured approach to debugging production data pipelines, with focus on orchestration, data quality, idempotency, and safe backfills.

InfrastructureToolsQualityFanduel
Design Feature Drift Monitoring SystemHard

Design a production ranking system with robust feature drift monitoring across batch and real-time features at high QPS.

Feature StoreFeature DriftModel ServingFanduel
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The finish line: interview-readyComplete all 49 questions plus 2 hands-on drills to finish this plan.