Top 29
Prep plan
Updated weekly · Last refresh Oct 17

Cohere Data Scientist Interview Questions

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

29questions
~4htotal time
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1
SQL & Data ManipulationStart here. 5 questions + 1 drill · ~54 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 TestingCohere
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3
Machine Learning4 questions · ~35 min
Deep Neural Network AlgorithmsMedium

Assesses understanding of core deep learning concepts and model selection reasoning.

Cohere
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4
Product Sense4 questions · ~35 min
Framework to Diagnose Usage DropMedium

Assesses structured troubleshooting for product usage regressions using data and instrumentation.

root cause analysisDiagnosisCohere
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5
Statistics & Probability4 questions · ~35 min
Ensuring Statistical SignificanceMedium

Assesses your grasp of hypothesis testing, error rates, and experiment design assumptions.

Data AnalysisStatistical SignificanceCohere
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6
Behavioral & Leadership6 questions · ~53 min
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7
More topics2 questions · ~18 min
Investigate User Engagement DeclineMedium

Investigate a 15% engagement decline by decomposing the metric, isolating root causes, and proposing actions.

RetentionDiagnosisEngagement MetricsCohere
Intrinsic Evaluation for HellaSwagHard

Evaluates your approach to intrinsic evaluation for language model benchmarks like HellaSwag.

Language ModelsCohere
The finish line: interview-readyComplete all 29 questions plus 1 hands-on drill to finish this plan.