Top 18
Prep plan
Updated weekly · Last refresh Oct 17

Spokeo Data Engineer Interview Questions

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

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1
PipelinesStart here. 9 questions · ~95 min
Optimize Skewed Spark JoinMedium

Optimize a Spark join where skewed keys create long-running tasks during a transaction to merchant metadata enrichment step.

JoinsperformancesparkSpokeo
Batch vs Stream Processing Trade-offsMedium

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

InfrastructureStream ProcessingETLSpokeo
Data Quality and Schema EvolutionMedium

Approach for handling schema changes and data quality checks in a high-volume data lake pipeline.

schema evolutionData ModelingQualitySpokeo
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2
SQL & Data Manipulation5 questions + 2 drills · ~73 min
SQL and PySpark on AWSMedium

Evaluates practical SQL and PySpark skills for scalable data transformations in an AWS environment.

pysparksqlawsSpokeo
Month-Over-Month Retention QueryHard
Practice

Calculate next-month checking account retention for Chase customers with an online deposit during their first seven days.

sqlSpokeo
Athena/Redshift Partitioning StrategyHard

Tests performance tuning for analytics engines and physical design choices for fast search workloads.

Performance TuningindexespartitioningSpokeo
SQL Duplicate DetectionEasy
Practice
Practice drill

Find duplicate customer profiles by grouping on identifying fields and returning only repeated records.

Group ByHavingAggregationsAdtalem Global EducationUniversity of Southern CaliforniaBlue Cross Blue Shield of Michigan
SQL Duplicate Consumer ProfilesMedium
Practice
Practice drill

Identify likely duplicate consumer profiles using normalized partial names and matching locations.

data cleaningnull handlingJoinsWindfall Data
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3
Coding3 questions · ~32 min
Detect Anomalies in CSV StreamHard
Practice

Parse incoming CSV lines and report malformed syntax, schema violations, and blank required values.

Stream ProcessingData Wranglingdata validationSpokeo
Memory-Efficient Custom Dedup in PythonMedium
Practice

Deduplicate Spokeo profile records by profile ID while preserving order and limiting memory overhead.

deduplicationArraysData StructuresSpokeo
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4
More topics1 question · ~11 min
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The finish line: interview-readyComplete all 18 questions plus 2 hands-on drills to finish this plan.