Top 20
Prep plan
Updated weekly · Last refresh Oct 17

Quantcast Data Engineer Interview Questions

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

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1
CodingStart here. 8 questions · ~89 min
Trie Data Structure ImplementationEasy
Practice

Implement a trie supporting exact keyword search and prefix matching for Quantcast-style text signals.

Data StructuresAlgorithmsQuantcast
Predictive Modeling for StocksHard

Evaluates approach to large-scale time series modeling and feature engineering.

predictive modelingAlgorithmsQuantcast
Keep Track of 1,000,000th LargestHard

Assesses streaming algorithms and data structure choices under memory constraints.

Data StructuresAlgorithmsQuantcast
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2
SQL & Data Manipulation6 questions + 1 drill · ~77 min
Deduplicate Out-of-Order Replication EventsMedium
Practice

Use ROW_NUMBER() to keep the earliest created_at 'Repl created' per entity and return out-of-order duplicates to delete.

Window FunctionsSubqueriesJoinsQuantcast
Star vs Snowflake for Sales AnalyticsMedium

Compare star and snowflake schemas for warehouse design, including trade-offs in normalization, query simplicity, and analytics performance.

JoinsData WranglingGroup ByQuantcast
Rolling 7-Day CTR Average SQLMedium
Practice
Practice drill

Calculate each Quantcast campaign's rolling 7-day CTR average from daily campaign metrics.

Window FunctionsDate FunctionsJoinsQuantcast
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3
Behavioral & Leadership3 questions · ~33 min
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4
More topics3 questions · ~33 min
Automate ETL Dependency ChainMedium

Tests workflow orchestration design for reliable daily ETL pipelines at Quantcast.

ETLOrchestrationDependenciesQuantcast
Debug Distributed Memory LeakMedium

Tests debugging methodology for memory leaks in distributed data processing systems.

distributed teamsDebuggingtechnical experienceQuantcast
Parse Logs With Shell ScriptMedium

Tests practical scripting for log parsing and operational reporting at Quantcast.

ToolsBatch ProcessingAutomationQuantcast
The finish line: interview-readyComplete all 20 questions plus 1 hands-on drill to finish this plan.