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Updated weekly · Last refresh Aug 30

Lpl Financial Data Analyst Interview Questions

The questions to prepare for a Lpl Financial Data Analyst interview. Questions from real interview reports rank first. Updated weekly.

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1
SQL & Data ManipulationStart here. 20 questions + 3 drills · ~190 min
Ensuring Accurate Financial ReportsEasy

Explain how to keep financial reports accurate and consistent using SQL validation, aggregation discipline, and reconciliation checks.

Data WranglingAggregationsQualityLpl Financial
Explaining Visualization Tool ExperienceEasy

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

ToolsData WranglingLpl Financial
Reconciling Discrepant Financial DataMedium

Explain how to reconcile discrepant financial datasets using joins, CTEs, aggregations, and exception classification.

JoinsData WranglingQualityLpl Financial
Advanced Excel or SQL ReportingMedium

Evaluates how you apply advanced spreadsheet or SQL techniques to solve reporting challenges.

excel functionsLpl Financial
Handling Data Collection ScenariosMedium

Assesses your approach to collecting data under varying constraints and requirements.

data collectionLpl Financial
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
Resolve Conflicting Customer AttributesMedium
Practice
Practice drill

Use joins, CTEs, and row ranking to resolve conflicting customer profile values across ACME House systems.

JoinsData WranglingQualityRamsey SolutionsACME House
Reconcile Conflicting Invoice TotalsMedium
Practice
Practice drill

Reconcile billing and ERP invoice totals using joins, a CTE for latest snapshots, and CASE-based discrepancy classification.

JoinsData WranglingQualityLiterati
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2
Behavioral & Leadership17 questions · ~136 min
Responding to Model FeedbackEasy

Tests how you handle direct feedback on analytical work, especially your openness, rigor, and ability to improve the model and your process.

resiliencefeedbackanalytical modelsLpl Financial
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3
More topics2 questions · ~16 min
Dashboard for Vague RequirementsMedium

Assesses product sense and requirement clarification to deliver useful reporting.

stakeholder communicationdashboard designreportingLpl Financial
Outlier Detection in Financial DataMedium

Assesses your statistical approach to detecting anomalies in financial datasets.

financial dataLpl Financial

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The finish line: interview-readyComplete all 39 questions plus 3 hands-on drills to finish this plan.