Top 29
Prep plan
Updated weekly · Last refresh Aug 30

LiveRamp Data Engineer Interview Questions

The questions to prepare for a LiveRamp Data Engineer interview. Questions from real interview reports rank first. Updated weekly.

29questions
~5htotal time
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1
CodingStart here. 6 questions · ~59 min
Reversing a Linked ListEasy
Practice

Reverse a singly linked list in place using pointer reassignment with O(n) time and O(1) extra space.

RecursionLinked ListspointersLiveRamp
Merge Two Sorted Linked ListsEasy
Practice

Merge two sorted singly linked lists into one sorted list by relinking existing nodes.

RecursionLinked ListsSortingLiveRamp
Detect Cycles in Data DependenciesHard

Tests your ability to implement graph traversal and apply it to dependency management problems.

RecursionQueueGraphsLiveRamp
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2
SQL & Data Manipulation5 questions + 2 drills · ~69 min
3
Pipelines11 questions · ~108 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityLiveRamp
Design Real-Time Feature PipelineHard

Design a real-time feature pipeline processing 120K events/sec into low-latency feature tables and warehouse models with replay and quality controls.

InfrastructureStream ProcessingOrchestrationLiveRamp
Batch vs Stream Processing Trade-offsMedium

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

InfrastructureStream ProcessingETLLiveRamp
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4
Behavioral & Leadership7 questions · ~69 min
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The finish line: interview-readyComplete all 29 questions plus 2 hands-on drills to finish this plan.