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GEP Interview Questions

The questions to prepare for GEP interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

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1
SQL & Data ManipulationStart here. 6 questions + 1 drill · ~69 min
2
Coding6 questions · ~59 min
Find Shortest Path in a Grid Using BFSEasy
Practice

Implement BFS to find the shortest path in a grid from start to end.

RecursionDynamic ProgrammingArraysGEP
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3
Pipelines7 questions · ~69 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityGEP
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4
Metrics6 questions · ~59 min
Define Success for a ProjectEasy

Define what success means for a project using clear KPIs, a north star, and supporting metrics.

KPIsSuccess CriteriaDiagnosisGEP
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5
Execution7 questions · ~69 min
Project Challenges and SolutionsEasy

Describe an embedded project challenge, how you mitigated risk, managed stakeholders, and made trade-offs to deliver.

Trade-offsRisk AssessmentScope ManagementGEP
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6
Strategy6 questions · ~59 min
Staying Current on Industry TrendsEasy

A practical approach for tracking industry trends, competitor moves, and market changes in a way that informs strategy decisions.

EstimationCompetitive AnalysisGrowth StrategyGEP
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7
More topics12 questions · ~119 min
Align Product With User NeedsMedium

A framework for connecting user needs to business goals, then making product decisions with clear trade-offs and measurable outcomes.

User NeedsValue PropositionProduct VisionGEP
Design a Secure Scalable ML PlatformMedium

Design a production ML decision service with low latency serving, secure data handling, and scalable training and inference.

Feature StoreRetrievalModel ServingGEP
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The finish line: interview-readyComplete all 50 questions plus 1 hands-on drill to finish this plan.