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Updated weekly · Last refresh Sep 20

Licious Business Analyst Interview Questions

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

24questions
~3htotal time
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1
MetricsStart here. 5 questions · ~43 min
Analyze User Engagement Drop After Feature ReleaseMedium

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

Licious
Diagnose Funnel Drop-OffMedium

Analyze where users drop off in a product funnel and identify the biggest conversion leak.

AARRR FrameworkFunnel AnalysisConversion RateLicious
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2
Execution3 questions · ~26 min
Execution Puzzle PracticeMedium

Tests your implementation skills and reasoning for common coding tasks.

CodingProblem SolvingLicious
Cold-Chain Inventory Distribution OptimizationHard

Tests analytical execution for cold-chain constraints, demand-supply balancing, and waste reduction.

process improvementTrade-offsResource AllocationLicious
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3
SQL & Data Manipulation3 questions + 2 drills · ~46 min
Approach to a Consumer-Facing ProblemMedium

Evaluates your applied data skills and ability to connect analysis to business outcomes.

sqlLicious
SQL for Hub PerformanceMedium
Practice
Practice drill

Calculate daily hub delivery TAT, wastage percentage, and stock-out rate from operational tables.

Date FunctionsJoinsperformanceLicious
SQL Problem SolvingMedium
Practice
Practice drill

Write SQL from scratch to summarize qualifying customer orders and classify spending levels.

JoinsData ManipulationProblem SolvingMicro1
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4
Behavioral & Leadership9 questions · ~77 min
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5
More topics4 questions · ~34 min
Explain a CV Project SimplyMedium

Evaluates your ability to communicate technical work clearly to non-technical stakeholders.

Licious
K-Means and EDA Problem ApproachMedium

Tests your end-to-end analytics approach from EDA to modeling decisions.

Machine LearningLicious
Traffic Congestion Data SolutionsMedium

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

Market TrendsEstimationProblem SolvingLicious
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The finish line: interview-readyComplete all 24 questions plus 2 hands-on drills to finish this plan.