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Dexian Interview Questions

The questions to prepare for Dexian interviews, across all roles. Questions from real interview reports rank first. Updated weekly.

50questions
~7htotal time
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1
Product SenseStart here. 7 questions · ~57 min
Designing for Accessibility at ScaleMedium

Approach for building accessibility into product design through user needs, research, use cases, and measurable outcomes.

User NeedsPain PointsUse CasesDexian
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2
Metrics7 questions · ~57 min
Reporting Metrics With Visualization ToolsEasy

Explain how you use visualization tools to report KPIs clearly and connect leading and lagging indicators for decision-making.

Data WranglingEngagement MetricsDexian
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3
Execution7 questions · ~57 min
Choose Wireframing and Prototyping ToolsEasy

Explain which UX tools you use for wireframing and prototyping, and how you choose them based on collaboration, fidelity, and handoff needs.

ToolsSuccess CriteriaRoadmappingDexian
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4
SQL & Data Manipulation8 questions + 3 drills · ~95 min
SQL for BI ReportingEasy

Explain how SQL supports analytics and BI workflows, including reporting, aggregation, and data preparation.

JoinsData WranglingAggregationsDexian
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
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
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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5
Sales & Customer7 questions · ~57 min
Close a Difficult DealMedium

Show how you rescued a hard deal by aligning stakeholders, handling conflict, and driving the close.

Stakeholder ManagementCommunicationOwnershipDexian
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6
Coding5 questions · ~40 min
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7
More topics9 questions · ~73 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityDexian
Descriptive vs Inferential StatisticsEasy

Tests your foundational understanding of statistical concepts used in research analysis.

Confidence IntervalsHypothesis TestingStatistical SignificanceDexian
Designing Scalable MicroservicesHard

Tests system design fundamentals for scalable services in a staffing-driven, multi-client environment.

scalabilityarchitecturemicroservicesDexian
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