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Updated weekly · Last refresh Oct 17

Niantic Marketing Analytics Specialist Interview Questions

The questions to prepare for a Niantic Marketing Analytics Specialist interview. Questions from real interview reports rank first. Updated daily.

50questions
~7htotal time
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1
SQL & Data ManipulationStart here. 8 questions + 1 drill · ~78 min
2
A/B Testing & Experimentation10 questions · ~86 min
Measure Campaign Lift with ControlEasy

Design a control-treatment experiment to estimate campaign lift and determine whether the campaign caused a meaningful improvement.

ExperimentationCausal InferenceA/B TestingNiantic
Risks of Peeking in Ride-Share TestMedium

Assess why checking experiment results early can inflate false positives and distort ship decisions.

PeekingExperimentationStatistical SignificanceNiantic
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3
Product Sense5 questions · ~43 min
Assess Campaign Segment TargetingEasy

Evaluate whether a campaign is reaching the right user segment and driving the intended behavior.

User SegmentsUser NeedsPain PointsNiantic
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4
Strategy6 questions · ~51 min
Marketing Budget Optimization FrameworkMedium

Framework for optimizing marketing budget across channels using unit economics, attribution, and customer value.

EstimationTAM/SAM/SOMGrowth StrategyNiantic
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5
Statistics & Probability8 questions · ~68 min
Correlation Versus Causation in MarketingEasy

Explain why an observed marketing relationship can be correlated without being causal, and how you would validate a true causal effect.

CorrelationHypothesis TestingCausal InferenceNiantic
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6
Metrics10 questions · ~86 min
Define Campaign North Star MetricMedium

Define a campaign north star metric and a KPI set that captures business value, early signals, and funnel health.

North Star MetricKPIsDiagnosisNiantic
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7
More topics3 questions · ~26 min
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The finish line: interview-readyComplete all 50 questions plus 1 hands-on drill to finish this plan.