Top 17
Prep plan
Updated weekly · Last refresh Oct 13

Act Digital Data Scientist Interview Questions

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

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~2htotal time
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1
SQL & Data ManipulationStart here. 3 questions + 2 drills · ~46 min
2
A/B Testing & Experimentation4 questions · ~35 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 TestingAct Digital
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 MismatchAct Digital
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3
Behavioral & Leadership6 questions · ~52 min
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4
More topics4 questions · ~35 min
Discuss Model Evaluation TechniquesMedium

Explain your approach to model evaluation, including how you choose and interpret metrics for different ML problems.

PrecisionAccuracyRecallAct Digital
Diagnosing Metric DropsMedium

Assesses your incident triage and root-cause analysis using metrics and data checks.

DiagnosisAct Digital
Product Metrics DesignMedium

Evaluates how you translate product goals into measurable, reliable metrics.

product metricsAct Digital
Fairness and Bias in MLMedium

Assesses your ability to evaluate and mitigate bias and fairness risks in ML systems.

fairnessBiasAct Digital

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