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Updated weekly · Last refresh Sep 12

Top 50 schema design Interview Questions

The most frequently asked schema design questions across all roles and companies, ranked by real interview frequency. Updated daily.

50questions
~7htotal time
135companies covered
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1
SQL & Data ManipulationStart here. 32 questions + 3 drills · ~286 min
Normalization vs Denormalization TradeoffsMedium
Recently asked

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

schema designperformanceData ModelingBBusinessolverDeelNational Indemnity
Scalable Salesforce Data Model DesignMedium

Explain how to design scalable PostgreSQL data models using normalization, star schema trade-offs, indexing, and partitioning.

Joinsschema designData WranglingSalesforce
Schema Design for Security TelemetryMedium
Recently asked

Explain how to model time-series security telemetry with fact tables, partitioning, and indexes for scalable querying.

schema designData ModelingTime SeriesPalo Alto Networks
High-Throughput Write Schema DesignHard

Tests your database modeling skills for write-heavy workloads with strong consistency needs.

schema designperformancedata integrityPress ganey
Schema Trade-offs for Clinical DataMedium

Tests your ability to design data models that balance performance, maintainability, and clinical data needs.

schema designdatabase designdata integrityVerana Health
Contact Center Agent Performance MetricsHard
Practice
Recently asked
Practice drill

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

ETLAggregationsData ModelingADP
Attendance Management Schema and SQLMedium
Practice
Practice drill

Design two attendance tables and write simple PostgreSQL queries for employee presence, absences, and daily summaries.

Joinsdatabase designAggregationsAmazon Web Services
Top 10 Customers by SalesMedium
Practice
Practice drill

Design a schema and rank the top 10 customers by sales volume over the past month.

Date Functionsdatabase designAggregationsMicrosoft
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2
Execution4 questions · ~32 min
Execute HCP Relationship Schema DesignHard

Plan execution for designing a compliant relationship schema linking doctors, trial sites, and sponsors in a life sciences platform.

enterprise systemsschema designsolution designVeeva Systems
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3
Pipelines6 questions · ~48 min
Schema Design for WarehousesHard

Design a governed warehouse schema that supports consistent metrics, historical analysis, and efficient cross-functional reporting.

Data Qualitycross-functionalschema designWaymo
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4
System Design6 questions · ~48 min
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5
More topics2 questions · ~16 min
The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.