Top 24
Prep plan
Updated weekly · Last refresh Oct 17

Quantcast Research Analyst Interview Questions

The questions to prepare for a Quantcast Research Analyst interview. Questions from real interview reports rank first. Updated daily.

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1
Statistics & ProbabilityStart here. 7 questions · ~63 min
Probability With Independent EventsMedium

Evaluates understanding of probability for independent events and event aggregation.

Quantcast
Stats, SQL, and Modeling Under PressureHard

Evaluates ability to combine SQL, probability, optimization, and predictive modeling in a single workflow.

probabilitysqlmodelingQuantcast
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2
SQL & Data Manipulation6 questions + 1 drill · ~64 min
Basic SQL QueriesEasy

Assesses foundational SQL knowledge for data work.

sql queriesQuantcast
Rolling 7-Day CTR Average SQLMedium
Practice

Calculate each Quantcast campaign's rolling 7-day CTR average from daily campaign metrics.

Window FunctionsDate FunctionsJoinsQuantcast
Deduplicate Out-of-Order Replication EventsMedium
Practice
Practice drill

Use ROW_NUMBER() to keep the earliest created_at 'Repl created' per entity and return out-of-order duplicates to delete.

Window FunctionsSubqueriesJoinsReplitQuantcast
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3
Strategy6 questions · ~54 min
Linear Programming for Budget AllocationHard

Tests ability to translate optimization problems into actionable budget allocation formulations.

Business Acumenbudget constraintsoptimizationQuantcast
Collaborative Filtering for Audience RecommendationsHard

Tests recommender-system fundamentals and ability to map them to audience targeting use cases.

User SegmentsMachine LearningRecommendation SystemsQuantcast
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4
Metrics3 questions · ~27 min
Imbalanced Classification MetricsMedium

Tests metric selection and evaluation strategy for skewed classification problems.

KPIDiagnosisModel EvaluationQuantcast
Incremental Lift Without TrackingHard

Tests experimental/causal measurement approaches under missing tracking constraints.

incremental liftcampaign performanceDiagnosisQuantcast
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5
More topics2 questions · ~18 min
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The finish line: interview-readyComplete all 24 questions plus 1 hands-on drill to finish this plan.