Top 25
Prep plan
Updated weekly · Last refresh Aug 30

MSD Data Engineer Interview Questions

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

25questions
~3htotal time
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1
PipelinesStart here. 6 questions · ~48 min
Data Quality and Schema EvolutionMedium

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

schema evolutionData ModelingQualityMSD
ETL vs ELT Trade-offsEasy

Compare ETL and ELT, and explain when ELT is the better pipeline pattern.

ETLELTData ModelingMSD
Real-Time Wearable Data PipelineHard

Tests streaming architecture choices, latency handling, and data quality for near-real-time analytics.

Stream Processingpipeline designtelemetryMSD
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2
SQL & Data Manipulation6 questions + 3 drills · ~78 min
Optimizing Large Transaction Table JoinsHard

Explain how to tune a slow PostgreSQL query that joins several large transaction tables using indexes, join strategy, and partitioning.

JoinsperformancesqlMSD
Clustered vs Non-Clustered IndexesMedium

Explain how clustered and non-clustered indexes differ in storage, lookup behavior, and query performance.

JoinsData WranglingMSD
Normalization vs Denormalization TradeoffsMedium

Explain normalization, why it improves data integrity, and when denormalization is a practical performance tradeoff.

schema designperformanceData ModelingMSD
Schema for Multi-Center TrialsHard

Tests data modeling skills for clinical trial entities, relationships, and auditability.

schema designnormalizationData ModelingMSD
Window Functions for Throughput TrendsHard
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Practice drill

Use PostgreSQL window functions to calculate monthly running totals and three-day moving averages for MSD experimental throughput.

Window FunctionssqlRunning TotalsMSD
Contact Center Agent Performance MetricsHard
Practice
Practice drill

Compute daily agent call KPIs and SLA using joins, aggregations, and window ranking in a contact center model.

ETLAggregationsData ModelingADP
Weekly Service KPI by TeamMedium
Practice
Practice drill

Analyze weekly service delivery performance by team using joins, a CTE, date aggregation, and KPI calculations.

KPIJoinssqlDeloitteReputation
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3
Behavioral & Leadership13 questions · ~104 min
Disagreeing on a Technical DirectionMedium

Tests conflict resolution and influence during technical disagreement, including how you challenge decisions and commit after alignment.

Influence Without AuthorityConflict ResolutionteamworkMSD
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The finish line: interview-readyComplete all 25 questions plus 3 hands-on drills to finish this plan.