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Updated weekly · Last refresh Nov 2

Top 50 performance optimization Interview Questions

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

50questions
~14htotal time
132companies covered
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1
CodingStart here. 23 questions · ~379 min
Optimize Code PerformanceHard
Practice

Analyze a code path and improve its runtime and memory usage with a better algorithm or data structure.

code qualityperformance optimizationefficiencyPPampered ChefTexas Mutual Insurance
Optimize for Speed and MemoryHard
Practice
Recently asked

Identify configuration, HTTP resource, string-building, and error-handling problems in a Google Cloud quota helper.

api integrationcode analysisapi requestsGoogle
Optimizing a Performance BottleneckMedium
Practice

Replace quadratic duplicate-pair counting with a frequency-map solution and explain the performance improvement.

performance optimizationArrayscachingSSingleStore
Optimizing a High-Frequency DashboardHard
Practice

Coalesce metric updates into render windows, keeping only the latest value for each metric.

aggregationperformance optimizationjavascriptRobinhood
Cache-Friendly Matrix TransposeHard
Practice
Recently asked

Transpose a strided matrix with cache-aware tiling while tracking source cache-line transitions.

performance optimizationAMD
PySpark Join Optimization at ScaleHard
Practice
Recently asked

Count a sorted multiway join in one pass using streaming group alignment and O(k) memory.

pysparkaggregationperformance optimizationLyft
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2
SQL & Data Manipulation4 questions · ~66 min
Data Modeling in Oracle or SnowflakeMedium
Practice
Recently asked

Demonstrate data modeling and PostgreSQL performance practices by summarizing posted account activity for active accounts.

database optimizationperformance optimizationdatabase designJPMorganChase
Complex SQL Performance WalkthroughHard
Practice
Recently asked

Write and optimize a PostgreSQL transaction summary query while discussing procedures, cursors, and performance tradeoffs.

database optimizationperformance optimizationstored proceduresMastercard
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3
Technical Fundamentals7 questions · ~115 min
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4
Execution5 questions · ~82 min
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5
System Design8 questions · ~132 min
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6
More topics3 questions · ~49 min
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