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Updated weekly · Last refresh Oct 17

Nexxen Data Scientist Interview Questions

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

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1
Machine LearningStart here. 3 questions · ~25 min
Deep Learning Model ConceptsHard

Evaluates your understanding of core deep learning architectures and loss-function mathematics.

Deep LearningNexxen
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2
Statistics & Probability3 questions · ~25 min
Confidence Intervals for CTRMedium

Tests statistical reasoning for CTR uncertainty and interpretation for decision-making in ad-tech.

Confidence IntervalsSamplingNexxen
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3
Behavioral & Leadership10 questions · ~84 min
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4
More topics11 questions · ~93 min
Design Cold Start for RecommendationsHard

Design a recommendation system strategy for model cold start and new-user cold start, including serving, evaluation, and safe rollout.

Cold StartRetrievalTwo-Tower ModelsNexxen
Primary vs Guardrail MetricsEasy

Explain how a primary metric differs from a guardrail metric and how both are used in A/B test decisions.

ExperimentationGuardrail MetricsA/B TestingNexxen
Parse and Aggregate Auction LogsMedium

Tests data engineering skills for log parsing and aggregation relevant to programmatic advertising.

Data Qualitylog parsingAggregationsNexxen
Multi-Touch Attribution EvaluationMedium

Tests attribution model evaluation, validation rigor, and metric selection for advertising measurement.

Evaluation TechniquesattributionModel MetricsNexxen
Diagnose Revenue Drop After DeploymentHard

Tests incident triage, monitoring interpretation, and systematic debugging of production ML impacts.

DiagnosisNexxen
SQL Rolling 7-Day CTRMedium
Practice

Calculate each campaign's calendar-based rolling 7-day CTR from ad event data.

Window FunctionsDate FunctionsData ManipulationNexxen
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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.