Top 50
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Top 50 Backend Engineer Interview Questions

The 50 most important questions to prepare for Backend Engineer interviews. Questions from real interview reports rank first. Updated weekly.

SQL vs NoSQL Trade-offsEasy

Explain SQL vs NoSQL trade-offs, including schema design, consistency, scaling, and query flexibility.

JoinsData WranglingAggregations
Recently asked
Insight GlobalUniversity of Southern CaliforniaBungalow
Understanding ACID Properties in Databases
Medium

Explain the ACID properties of database transactions and their importance.

Recently asked
CATERPILLARSopra SteriaNielsen
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Optimizing Time and Space ComplexityEasy

Explain how to improve coding solutions by reducing time complexity first, then balancing space trade-offs.

Hash TablesArraysGreedy
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Alten SpainOpenTextKarat
Analyze Time and Space Complexity
Easy

Explain how to derive time and space complexity for a coding solution and justify the final Big O bounds.

Hash TablesArraysSorting
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SSpecbeePayUCorteva Agriscience
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Balance Debt and Feature Delivery
Medium

Explain how you prioritize technical debt versus feature work while aligning stakeholders and protecting delivery speed.

Trade-offsScope ManagementPrioritization
Recently asked
TThe Office of Innovation & TechnologyUndisclosedDoubleVerify
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Ensure Data Consistency
Hard

Tests your understanding of consistency models, distributed transactions, and practical trade-offs.

distributed systemsdata consistencyarchitecture
Recently asked
ShopeeTTrainlineAAirtel Digital
Design a URL Shortening Service
Hard

Design a URL shortening service that routes, ranks, and monitors links at scale.

Feature StoreModel Serving
Recently asked
Amazon DSPApplied IntuitionDover India
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Design Real-Time Sensor Event Pipeline
Hard

Design a real-time pipeline for sensor events that transforms data and feeds a UI with low latency.

Stream ProcessingOrchestrationDependencies
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Boeing Intelligence & AnalyticsBlendSamsara
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