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Updated weekly · Last refresh Oct 17

Darwill Data Scientist Interview Questions

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

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~4htotal time
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1
A/B Testing & ExperimentationStart here. 4 questions · ~34 min
Design Experiment for Product ChangeHard

Design an end-to-end A/B test for a new product change, including metrics, MDE, power, randomization, and launch decision rules.

ExperimentationGuardrail MetricsA/B TestingDarwill
Plan Sample Size for In-App ExperimentMedium

Estimate sample size and power for an experiment, define MDE and guardrails, and decide whether the test is worth running.

MDEPower AnalysisSample SizeDarwill
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2
Statistics & Probability3 questions · ~26 min
Testing a Conversion Rate DropMedium

Explain how to test whether an observed 5% conversion rate drop is statistically significant in an experiment or before-after comparison.

Hypothesis TestingData AnalysisStatistical SignificanceDarwill
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3
Machine Learning6 questions · ~51 min
Handling Missing Values in MLEasy

Explain practical strategies for handling missing values in a supervised learning workflow, from diagnosis to modeling and validation.

Cross-ValidationFeature EngineeringRegularizationDarwill
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4
Behavioral & Leadership7 questions · ~60 min
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5
More topics8 questions · ~69 min
Design Feature Success MetricsMedium

Define one primary feature metric and a set of guardrails that capture user value without missing broader product risk.

North Star MetricKPIsGuardrail MetricsDarwill
Choosing Classification Evaluation MetricsEasy

Explain which classification metrics to use and how metric choice depends on the business objective and error tradeoffs.

PrecisionAccuracyRecallDarwill
Identifying Upsell OpportunitiesMedium

Tests feature thinking, modeling or scoring approaches, and practical targeting strategy.

User SegmentsValue PropositionUse CasesDarwill
Rolling 7-Day Revenue in SQLMedium
Practice

Calculate each active user's rolling seven-day revenue average with daily aggregation and window functions.

Window FunctionsDate FunctionsRunning TotalsDarwill
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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 28 questions plus 2 hands-on drills to finish this plan.