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Updated weekly · Last refresh Aug 30

LiveRamp Software Engineer Interview Questions

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

50questions
~7htotal time
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1
CodingStart here. 18 questions · ~152 min
Find Matching Elements in ArraysEasy
Practice

Find unique IDs present in every audience list using set intersection while preserving first-list order.

Data StructuresArray ManipulationLiveRamp
BFS vs DFS Trade-offsMedium
Recently asked

Tests understanding of traversal complexity, memory, and distributed execution considerations.

dfsbfsLiveRamp
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2
Execution7 questions · ~59 min
High-Frequency Write Storage Trade-offsMedium
Recently asked

Tests database selection and trade-off analysis for write-heavy workloads.

Trade-offsdatabase designLiveRamp
Store Billions with Time WindowHard
Recently asked

Tests system design for large-scale data storage, indexing, and time-bounded retrieval.

system designscalabilitydata storageLiveRamp
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3
System Design11 questions · ~93 min
Design Current Project ArchitectureMedium

Assesses system design understanding and ability to connect your experience to LiveRamp expectations.

architectureLiveRamp
Ride-Share App System DesignHard

Evaluates system design trade-offs for a real-time, high-scale consumer platform.

LiveRamp
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4
SQL & Data Manipulation7 questions + 3 drills · ~89 min
SQL Inner JoinEasy

Assesses SQL join understanding and ability to reason about result sets.

sqlLiveRamp
Top Customers by Sales RevenueEasy
Practice
Practice drill

Use GROUP BY and SUM to rank the top 10 customers by total revenue from a single sales table.

RankingGroup ByAggregationsHousecall ProEquifaxXYZ
Top Users by Recent Transaction VolumeMedium
Practice
Practice drill

Find the top 3 users by completed transaction volume in the last 30 days using joins and aggregation.

Data Analysisquery optimizationsqlTTier 1 BankRevolutChime
SQL Average Selling PriceMedium
Practice
Practice drill

Calculate weighted average selling prices by product using a date-range join, aggregation, and NULL handling.

leetcodesqlCostarCostar Group
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5
Behavioral & Leadership5 questions · ~42 min
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6
More topics2 questions · ~17 min
Big Data and Distributed SystemsHard

Assesses experience designing and operating distributed systems at scale.

distributed systemsLiveRamp
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.