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Prep plan
Updated weekly · Last refresh Aug 30

Bixal Business Analyst Interview Questions

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

35questions
~5htotal time
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1
ExecutionStart here. 16 questions · ~130 min
Handle Scope Changes Mid-DevelopmentMedium

Explain how you manage scope changes during development without losing delivery control, stakeholder alignment, or product quality.

AgileScope ManagementProject ManagementBixal
Choose Agile vs WaterfallMedium

Explain Agile vs Waterfall and how to choose the right delivery model based on scope, risk, and planning needs.

Trade-offsSuccess CriteriaScope ManagementBixal
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2
Product Sense7 questions · ~57 min
Align Product With User NeedsMedium

A framework for connecting user needs to business goals, then making product decisions with clear trade-offs and measurable outcomes.

User NeedsValue PropositionProduct VisionBixal
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3
SQL & Data Manipulation5 questions + 3 drills · ~71 min
Reporting Tools Through SQL OutputsEasy

Explain how SQL powers dashboards and reporting in tools like Tableau and Looker, and what makes query outputs visualization-ready.

Data WranglingGroup ByAggregationsBixal
SQL Insights for Dashboard ReportingEasy

Explain how SQL prepares clean, aggregated data for dashboards and how to describe business impact from visualization work.

JoinsData WranglingAggregationsBixal
7-Day Rolling Active UsersMedium
Practice
Practice drill

Compute daily active users and a 7-day rolling average using a CTE, distinct counts, and window functions.

Window FunctionsDate FunctionsRunning TotalsMetaSpotifyMeta IT
Daily Session Funnel Conversion RatesHard
Practice
Practice drill

Calculate daily session-level funnel conversion rates using CTEs, CASE WHEN, and date functions.

User NeedsData WranglingAggregations
Top Customers by Net SalesMedium
Practice
Practice drill

Compute top 10 customers by net sales using joins and aggregations, ordering by revenue with deterministic tie-breaking.

SubqueriesJoinsData WranglingGain DigitalTCSZest AI
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4
Metrics4 questions · ~32 min
Using Metrics to Drive DecisionsEasy

Explain how you used a KPI and supporting metrics to diagnose a product issue and make a concrete product decision.

Funnel AnalysisKPIsLeading IndicatorsBixal
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5
More topics3 questions · ~24 min
Reconciling Conflicting Statistical EvidenceMedium

Explain how to reconcile conflicting statistical signals by checking sampling, bias, uncertainty, and comparability.

CorrelationCausal InferenceData WranglingBixal
Influencing Team DecisionsMedium

Tests stakeholder management, persuasion, and decision-making under uncertainty.

Competitive AnalysisGo-to-MarketGrowth StrategyBixal
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The finish line: interview-readyComplete all 35 questions plus 3 hands-on drills to finish this plan.