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Competition and Markets Authority Data Scientist Interview Questions

The questions to prepare for a Competition and Markets Authority Data Scientist interview. Questions from real interview reports rank first. Updated daily.

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1
Behavioral & LeadershipStart here. 4 questions · ~40 min
Behind Schedule and Catching UpEasy

Tests accountability and prioritization when you fall behind and need to recover without losing quality.

accountabilitybehavioralPrioritizationCCompetition and Markets Authority
Explain to Nontechnical AudienceEasy

Tests audience awareness, technical communication, adaptability, and influence with nontechnical stakeholders.

audience analysisCommunicationbehavioral interviewCCompetition and Markets Authority
Conflict Resolution at WorkEasy

Tests conflict resolution, communication, accountability, and the ability to achieve a constructive outcome.

Conflict Resolutionexperiencebehavioral interviewCCompetition and Markets Authority
Influencing a Skeptical StakeholderMedium

Tests influence without authority when a stakeholder resists a data-driven recommendation, including conflict handling and outcome ownership.

Influence Without AuthorityStakeholder ManagementCommunicationCCompetition and Markets Authority
2
More topics4 questions · ~40 min
SQL Window Functions for TrendsMedium
Practice

Calculate three-day rolling user activity averages and classify behavior trends with SQL window functions.

null handlingData ManipulationAggregationsCCompetition and Markets Authority
Statistical Significance MethodsHard

Explain how to design, test, and validate analyses so statistical significance is reliable rather than a result of sampling noise or repeated testing.

Hypothesis TestingData AnalysisStatistical SignificanceCCompetition and Markets Authority
Investigate Metric DropMedium

Diagnose a below-expectations product metric drop using decomposition, guardrails, and experiment checks.

metric selectionDiagnosiskpi hierarchyCCompetition and Markets Authority
Common Pitfalls in Experiment ResultsHard

Identify the main pitfalls that can distort A/B test interpretation and explain how to guard against them.

PeekingNovelty EffectSample Ratio MismatchCCompetition and Markets Authority

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The finish line: interview-readyComplete all 8 questions plus 2 hands-on drills to finish this plan.