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PayU Interview Questions

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

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1
SQL & Data ManipulationStart here. 5 questions · ~55 min
2
Coding5 questions · ~55 min
Detect Cycle in Linked ListEasy
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Use Floyd’s two-pointer algorithm to determine whether a singly linked list contains a cycle.

Hash TablesLinked ListsTwo PointersPayU
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3
Execution4 questions · ~44 min
Prioritize Work Under Tight DeadlinesMedium

Explain how you prioritize competing work under time pressure while making trade-offs and keeping stakeholders aligned.

Trade-offsRoadmappingScope ManagementPayU
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4
Metrics4 questions · ~44 min
Design an Operations KPI HierarchyMedium

Build a KPI hierarchy that links frontline operational signals to business outcomes and supports better decisions.

operational metricsperformance measurementkpi hierarchyPayU
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5
Pipelines4 questions · ~44 min
Batch vs Stream Processing Trade-offsMedium

Compare batch and stream processing across latency, complexity, cost, and data quality in a modern analytics pipeline.

InfrastructureStream ProcessingETLPayU
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6
Machine Learning4 questions · ~44 min
Handling Imbalanced Fraud LabelsMedium

Explain how to train and evaluate models on highly imbalanced fraud data without relying on misleading accuracy.

Cross-ValidationFeature EngineeringSupervised LearningPayU
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7
More topics24 questions · ~262 min
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 MismatchPayU
Designing High Availability and Degraded-Mode BehaviorHard

Design high availability and fault tolerance for a distributed service, including failure detection, recovery, capacity, and operational safeguards.

cloud architecturedistributed systemshigh availabilityPayU
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