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Pro Football Focus Interview Questions

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

50questions
~7htotal time
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1
PipelinesStart here. 3 questions · ~24 min
Data Quality in ETL PipelinesEasy

Approach for maintaining data quality and integrity across ETL pipelines.

IdempotencyData ModelingQualityPro Football Focus
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2
Execution11 questions · ~88 min
Prioritize Across Competing Data ProjectsEasy

Explain how you prioritize across multiple concurrent data engineering projects with competing stakeholder needs and limited capacity.

Trade-offsRoadmappingScope ManagementPro Football Focus
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3
Metrics10 questions · ~80 min
Using Dashboards to Read KPIsEasy

Explain how visualization tools help analysts track KPIs, spot patterns, and support decisions.

KPIsData WranglingDiagnosisPro Football Focus
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4
Product Sense9 questions · ~72 min
Using Data to Influence DecisionsEasy

Share how you used data to shape a business decision, including the analysis, recommendation, and outcome.

User ResearchUser NeedsValue PropositionPro Football Focus
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5
Statistics & Probability5 questions · ~40 min
Regression and Predictive AnalyticsMedium

Tests ability to explain modeling concepts and interpret statistical significance.

RegressionCorrelationStatistical SignificancePro Football Focus
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6
Behavioral & Leadership6 questions · ~48 min
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7
More topics6 questions · ~48 min
Handling Missing DataEasy

Tests practical data cleaning decisions and impact on downstream analysis quality.

Data WranglingCase WhenAggregationsPro Football Focus
Designing a PFF FeatureMedium

Assesses your ability to design and scope a production feature for a high-scale analytics platform.

system architecturePro Football Focus
Stay Current in Sports AnalyticsEasy

Evaluates your commitment to continuous learning in analytics and business analysis practices.

EstimationCompetitive AnalysisGrowth StrategyPro Football Focus
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Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
Analyze Decision Impact by RegionEasy
Practice
Practice drill

Use joins, CASE WHEN, and date filtering to compare outcome rates before and after a decision.

Data WranglingDiagnosisAggregationsHarbourVest Partners
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
The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.