Licious Business Analyst Interview Questions

The questions to prepare for a Licious Business Analyst interview. Questions from real interview reports rank first. Updated weekly.

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Analyze User Engagement Drop After Feature Release

Medium

Assess the 15% drop in user engagement after a new app feature release and propose metric decomposition strategies.

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Case Study: Optimize Last-Mile Delivery

Hard

Tests structured problem solving and operational analytics for last-mile delivery optimization.

process improvementTrade-offs

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Top Delivery Hubs with Window Functions

Medium

Tests SQL window functions and translating business KPIs into query logic for delivery hub performance.

Window FunctionsRankingAggregations

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Optimize Heavy-Join SQL Query

Hard

Tests query optimization skills for complex join-heavy SQL used in operational reporting.

Joinsperformancequery optimization

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Instagram Share Feature Impact

Medium

Tests product sense and ability to reason from a feature failure to measurable business impacts.

MetricsUser Needsbusiness impact

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Traffic Congestion Data Solutions

Medium

Tests data-driven strategy and ability to connect urban constraints to delivery performance.

Market TrendsEstimationProblem Solving

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