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Top 50 large datasets Interview Questions

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

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124companies covered
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1
database optimizationStart here. 21 questions · ~420 min
Debug and Optimize Slow SQLMedium
Practice
Recently asked

Task A reporting query at a commerce platform summarizes recent orders for active customers, but the production version is slow. Write a PostgreSQL query t...

database optimizationlarge datasetsdatabase queryingOOvivaAAmerican Cruise LinesCChildren's Cancer Research Group
Optimizing Poorly Performing SQLHard
Practice
Recently asked

Optimize a PostgreSQL reporting query by reducing scanned rows, preserving unmatched records, and selecting the latest related review efficiently.

database optimizationlarge datasetsperformanceTata Consultancy Services (North America)PPriority Technology Holdings, LLCZillow
Indexing Trade-offs for Writes vs ReadsHard
Practice
Recently asked

Classify database tables by read demand, write pressure, and index maintenance cost.

database optimizationindexinglarge datasetsPPando (UT)CitiIBM
Speeding Up Large JoinsMedium
Practice

Suggest practical ways to speed up joins on large tables and identify the join pattern that will scale better.

database optimizationlarge datasetsJoinsAmazon Web Services
SQL Query Latency Under Multi-TenancyHard
Practice

Explain how to reduce latency for a query under heavy multi-tenant load.

database optimizationdatabase managementlarge datasetsCClickPostSWIFTFilevine
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2
Performance Tuning13 questions · ~260 min
Optimize Slow Queries on Large DataMedium
Practice
Recently asked

Optimize a slow PostgreSQL query on a large dataset by choosing better filters, joins, and indexes.

Performance Tuningdatabase optimizationdatabase managementCitiOOptimoveTThoucentric
Second-Highest Salary at ScaleMedium
Practice
Recently asked

Find the second-highest distinct salary and optimize retrieval for millions of employee records using indexing.

Performance Tuningdatabase optimizationlarge datasetsGGrayMatter Software ServicesAAiPriseAAirpay
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3
Window Functions3 questions · ~60 min
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4
large datasets7 questions · ~140 min
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5
More topics6 questions · ~120 min
Handle Nulls in Large JoinsMedium
Practice
Recently asked

Write a PostgreSQL join that preserves all orders and clearly classifies NULL and unmatched customer keys.

null handlinglarge datasetsJoinsPatternSwiggyQuantiphi
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