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Updated weekly · Last refresh Oct 17

Quest Diagnostics Data Scientist Interview Questions

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

27questions
~4htotal time
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1
Statistics & ProbabilityStart here. 3 questions · ~26 min
2
Machine Learning4 questions · ~35 min
3
A/B Testing & Experimentation3 questions · ~26 min
Pitfalls in Streaming Experiment AnalysisHard

Identify major online experiment pitfalls and explain how they can bias results in a streaming product A/B test.

Network InterferenceNovelty EffectSample Ratio MismatchQuest Diagnostics
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4
Behavioral & Leadership10 questions · ~87 min
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5
More topics7 questions · ~61 min
Explain Precision Recall TradeoffEasy

Explain precision versus recall in plain language and how the tradeoff affects product decisions.

PrecisionThreshold TuningRecallQuest Diagnostics
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 IndicatorsDiagnosisQuest Diagnostics
Optimizing a Slow SQL QueryMedium

Tests SQL performance troubleshooting skills and systematic optimization approach.

Window FunctionsJoinsAggregationsQuest Diagnostics
Healthcare Product Metrics and North StarMedium

Assesses your product analytics thinking and ability to connect KPIs to measurable healthcare outcomes.

North Star MetricKPIsProduct VisionQuest Diagnostics
Ensuring ReproducibilityEasy

Tests practices for repeatable, auditable analysis pipelines and documentation.

OrchestrationData ModelingQualityQuest Diagnostics
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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 27 questions plus 2 hands-on drills to finish this plan.