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Vivriti Group Interview Questions

The questions to prepare for Vivriti Group interviews, across all roles. Questions from real interview reports rank first. Updated daily.

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1
CodingStart here. 10 questions · ~91 min
Number of Islands in GridEasy
Practice

Count connected active regions in a Supermicro SuperBlade grid using iterative DFS.

coding challengeVVivriti Group
Analyze Time and Space ComplexityEasy

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

Hash TablesArraysSortingVVivriti Group
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2
System Design5 questions · ~46 min
Distributed System High AvailabilityHard

Explain how to design highly available distributed ML services, including failover, redundancy, degradation, and operational monitoring.

distributed systemshigh availabilityModel ServingVVivriti Group
Secure and Scalable API DesignHard

Tests your ability to balance security, performance, and scalability in API design.

api designscalabilitySecurityVVivriti Group
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3
Technical Fundamentals3 questions · ~27 min
Custom Exception HandlingMedium

Evaluates your ability to design robust error handling and communicate failures clearly.

error handlingjavaVVivriti Group
Memory Management in Python or JavaMedium

Tests your understanding of runtime memory management and its practical implications.

memory managementjavapythonVVivriti Group
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4
More topics4 questions · ~37 min
Optimize Slow Production QueriesMedium

Evaluates your approach to diagnosing and improving database query performance safely in production.

databasequery optimizationsqlVVivriti Group
Search Over Large DatasetsMedium

Assesses your strategies for scalable search performance and data access patterns.

large datasetsperformanceVVivriti Group
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 22 questions plus 3 hands-on drills to finish this plan.