Top 38
Prep plan
Updated weekly · Last refresh Oct 17

Twitch Data Scientist Interview Questions

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

38questions
~6htotal time
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1
SQL & Data ManipulationStart here. 6 questions · ~56 min
Top Chatters Message FrequencyMedium
Practice

Rank Twitch chatters per channel and calculate message frequency using joins, aggregation, and ROW_NUMBER().

sqlAggregationsTwitch
Detect Anomalous Viewer Drop-offsHard
Practice

Use CTEs, joins, and date aggregation to flag Twitch channels with unusually low daily active viewers.

sqlanomaly detectionTwitch
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2
A/B Testing & Experimentation9 questions · ~83 min
Design and Reflect on A/B TestMedium

Describe an A/B test you ran, what question it answered, how you measured success, and what you learned from the results.

ExperimentationGuardrail MetricsA/B TestingTwitch
Measure Long-Term Retention LiftHard

Design an experiment to tell whether a new feature improves true retention, not just short-term usage.

ExperimentationCausal InferenceGuardrail MetricsTwitch
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3
Metrics3 questions · ~28 min
Diagnose Client Engagement DropMedium

Diagnose a sharp decline in client engagement and break it down into cohorts, funnel steps, and likely business drivers.

Leading IndicatorsDiagnosisEngagement MetricsTwitch
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4
Product Sense5 questions · ~46 min
First Change to TwitchMedium

Assesses product sense and data-driven prioritization for improving Twitch's user experience.

innovationproduct improvementTwitch
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5
Statistics & Probability6 questions · ~56 min
Statistical Power With Skewed DistributionsMedium

Evaluates understanding of power calculations for Twitch engagement metrics with skew.

Twitch
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6
Behavioral & Leadership7 questions · ~65 min
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7
More topics2 questions · ~19 min
Build a Customer Churn ModelHard

Build a churn prediction model for a subscription wellness business using behavioral, billing, and engagement data.

Cross-ValidationFeature EngineeringSupervised LearningTwitch
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