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Updated weekly · Last refresh Aug 30

Next Ventures Software Engineer Interview Questions

The questions to prepare for a Next Ventures Software Engineer interview. Questions from real interview reports rank first. Updated weekly.

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1
Behavioral & LeadershipStart here. 8 questions · ~64 min
Deadline Pressure With Incomplete DataMedium

Tests prioritization under pressure, judgment with incomplete data, and ownership in delivering a decision despite ambiguity.

time managementDealing With AmbiguityPrioritizationNext Ventures
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2
More topics7 questions · ~56 min
Consistency Across Brokerage LedgersHard

Tests distributed data consistency strategies and transactional integrity thinking.

acid propertiestransactionsdata integrityNext Ventures
Design a Millisecond Rules EngineHard

Tests system design and performance engineering for low-latency trading decisioning.

Trade-offsRoadmappingRisk AssessmentNext Ventures
Event-Driven vs REST for TradingMedium

Tests architectural tradeoffs and decision-making for trading systems using events versus request-response.

APIsarchitectureNext Ventures
Pixel-Perfect UI Under Time PressureMedium

Tests practical frontend implementation skills under time constraints and adherence to UI requirements.

StringsfunctionsoopNext Ventures
Using LLMs for Backend AutomationMedium

Tests ability to apply LLMs responsibly to automate workflows and improve customer outcomes.

Feature StoreAutomationModel ServingNext Ventures
High-Concurrency Writes During VolatilityHard

Tests database performance and correctness under heavy write contention and spikes.

null handlingperformancetransactionsNext Ventures
Design Travel Booking FrontendMedium

Assesses frontend system design decisions for a booking workflow and user experience.

Next Ventures

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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
Pivot Lucid Campaign Performance by MonthMedium
Practice
Practice drill

Use joins, a CTE, CASE expressions, and monthly pivoting to compare Lucid campaign performance across channels.

pivot tablesnull handlingData WranglingLucid Motors
Monthly Sales Trends by CategoryMedium
Practice
Practice drill

Aggregate monthly sales by product category and use LAG to calculate month-over-month changes.

InfrastructureToolsData WranglingTotal Wine & MoreInc.Benjamin Moore
Finding Duplicate Records in SQLMedium
Practice
Practice drill

Find repeated posted transactions in Smc³ CarrierConnect using a CTE, GROUP BY, HAVING, and a LEFT JOIN.

Group BytransactionsSmc³U.S. Bank
The finish line: interview-readyComplete all 15 questions plus 3 hands-on drills to finish this plan.