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Exact Sciences Interview Questions

The questions to prepare for Exact Sciences interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

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1
ExecutionStart here. 7 questions · ~56 min
2
Metrics6 questions · ~48 min
Choose Marketing Performance KPIsEasy

Select the most important marketing KPIs and connect channel metrics to pipeline, revenue, and return.

North Star MetricKPIsLeading IndicatorsExact Sciences
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3
Machine Learning6 questions · ~48 min
Handling Class Imbalance in ClassificationMedium

Explain practical ways to train and evaluate a classifier when the target classes are highly imbalanced.

model trainingSupervised LearningClass ImbalanceExact Sciences
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4
Strategy7 questions · ~56 min
Healthcare Industry Trend TrackingEasy

Explain how you track healthcare trends and turn them into sharper account strategy and customer conversations.

Competitive AnalysisGrowth StrategyMarket SizingExact Sciences
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5
Pipelines3 questions · ~24 min
Cloud ML Pipeline ExperienceMedium

Discuss how you build ML pipelines on cloud infrastructure, including orchestration, data movement, and production quality controls.

Data QualityInfrastructureETLExact Sciences
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6
Statistics & Probability7 questions · ~56 min
Experiment Design for HypothesesMedium

Tests your ability to design rigorous experiments aligned to testable hypotheses.

ExperimentationHypothesis TestingPower AnalysisExact Sciences
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7
More topics14 questions · ~112 min
Marketing Campaign A/B Test DesignMedium

Design a marketing campaign experiment with a pre-registered metric plan, power calculation, and ship rule that respects guardrails.

ExperimentationHypothesis TestingA/B TestingExact Sciences
Monitor Production Model PerformanceHard

Approach for monitoring a model in production and spotting drift, threshold issues, and calibration loss.

PrecisionAccuracyRecallExact Sciences
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.