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New Interview Questions: April 2026

Questions added to the Dataford question bank in April 2026, ranked by how often they are asked in real interviews.

100questions
~19htotal time
880companies covered
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1
CodingStart here. 11 questions · ~122 min
2
SQL & Data Manipulation10 questions · ~111 min
Monthly Campaign Performance SummaryEasy
Practice
Recently asked

Aggregate January 2024 campaign data by channel using GROUP BY, filtering, and ordering by total clicks.

JoinsData WranglingAggregationsDNVEversanaDiscord
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3
Pipelines10 questions · ~111 min
Model Analytics Warehouse for RetailEasy
Recently asked

Design an ELT pipeline and warehouse data model in Snowflake for retail analytics, including dimensional modeling, orchestration, and data quality.

InfrastructureData ModelingQualityHERE TechnologiesPDI SoftwareIntelliswift
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4
Product Sense10 questions · ~111 min
Motivate Data Analysts at InsightFlowEasy
Recently asked

Define what motivates data analysts and turn those motivations into a product strategy that improves analyst retention and product adoption.

User NeedsValue PropositionProduct VisionABC EducationSCAN Health PlanFrost Bank
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5
Metrics10 questions · ~111 min
Guide Product Decisions With MetricsEasy

Define the right KPI and diagnose whether stronger conversion and engagement offset weaker retention after a product launch.

KPIsLeading IndicatorsDiagnosisAsana SpaZooxVanguard
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6
Model Evaluation10 questions · ~111 min
Interpret AUC-ROC for Marketing ModelEasy

Interpret what a 0.84 AUC-ROC means for a marketing response model and explain why threshold and calibration still matter.

CalibrationAUC-ROCThreshold TuningPersistent SystemsAdentis PortugalBee Engineering
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7
More topics39 questions · ~433 min
Improve Loan Default Prediction FeaturesEasy
Recently asked

Build and compare baseline and engineered-feature classifiers for consumer loan default prediction, and explain how feature engineering changes model performance.

Cross-ValidationFeature EngineeringSupervised LearningUpstart NetworkWongaCity National Bank of Florida
Design Control and Treatment for Homepage TestEasy

Design a user-level A/B test and compute whether a 20,000-user 50/50 split can detect a 1.5-point conversion lift with 80% power.

ExperimentationHypothesis TestingA/B TestingAcme Micro SystemsAffirmMUFG
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