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Wadhwani Institute for Artificial Intelligence Business Analyst Interview Questions

The questions to prepare for a Wadhwani Institute for Artificial Intelligence Business Analyst interview. Questions from real interview reports rank first. Updated weekly.

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1
SQL & Data ManipulationStart here. 4 questions + 3 drills · ~62 min
Handle Incomplete or Inconsistent DataEasy

Explain how to assess and clean incomplete or inconsistent data before analysis.

Data WranglingCase WhenQualityWadhwani Institute for Artificial Intelligence
Explaining Visualization Tool ExperienceEasy

Explain how you use SQL analysis to build dashboards, choose visuals, and communicate insights to stakeholders.

ToolsData WranglingWadhwani Institute for Artificial Intelligence
Machine Learning and ChatGPT BasicsHard

Evaluates your foundational understanding of ML and your ability to connect it to data querying.

Machine Learningsql queriesWadhwani Institute for Artificial Intelligence
SQL Bottleneck AnalysisMedium

Tests your ability to use SQL to diagnose performance bottlenecks in a product workflow.

sqlWadhwani Institute for Artificial Intelligence
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
Normalize Messy CRM Contact DataHard
Practice
Practice drill

Clean inconsistent CRM contacts by joining source tables, standardizing values, and flagging bad records.

Data WranglingCase WhenQualityAlphaSense
Validate Monthly Revenue Data QualityHard
Practice
Practice drill

Use joins, a CTE, and CASE logic to flag messy monthly order data and produce cleaned revenue by month.

Data WranglingCase WhenQualityLiterati
2
Behavioral & Leadership7 questions · ~56 min
Explaining a Complex Technical ProjectMedium

Tests technical ownership, communication, and how you lead through ambiguity on a complex applied science project.

project experienceCommunicationtechnical challengeWadhwani Institute for Artificial Intelligence
Resolving Conflicting Stakeholder PrioritiesMedium

Tests conflict resolution across stakeholders, including prioritization, influence without authority, and outcome ownership.

cross-functionalConflict ResolutionStakeholder ManagementWadhwani Institute for Artificial Intelligence
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3
More topics2 questions · ~16 min
Define Success for a New FeatureEasy

Define the right metrics to judge whether a new product feature is successful.

KPIsConversion RateLeading IndicatorsWadhwani Institute for Artificial Intelligence
Project Tracking and Reporting ApproachEasy

Explain how you track project execution and report status to different stakeholders using clear tools, metrics, and escalation rules.

Success CriteriaRoadmappingScope ManagementWadhwani Institute for Artificial Intelligence

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The finish line: interview-readyComplete all 13 questions plus 3 hands-on drills to finish this plan.