Top 33
Prep plan
Updated weekly · Last refresh Oct 17

Harnham Data Scientist Interview Questions

The questions to prepare for a Harnham Data Scientist interview. Questions from real interview reports rank first. Updated daily.

33questions
~5htotal time
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1
A/B Testing & ExperimentationStart here. 3 questions · ~25 min
2
Machine Learning6 questions · ~50 min
Preprocessing Data With Missing ValuesMedium

Explain how to preprocess missing data for a supervised learning task without introducing leakage or degrading model quality.

Cross-ValidationFeature EngineeringSupervised LearningHarnham
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3
Model Evaluation3 questions · ~25 min
Measure AI Model PerformanceEasy

Explain how to evaluate an AI model using the right metrics and how metric choice depends on the business goal.

PrecisionAccuracyRecallHarnham
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4
System Design7 questions · ~59 min
Intelligent Query Understanding SystemHard

Tests system design depth for NLP-driven query understanding pipelines.

Feature StoreRetrievalModel ServingHarnham
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5
Behavioral & Leadership8 questions · ~67 min
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6
More topics6 questions · ~50 min
SQL Rolling Average with WindowsMedium
Practice

Use PostgreSQL window functions to compare Harnham Recruiter Cloud's seven-day application average with the prior week.

Window FunctionsLag/LeadRunning TotalsHarnham
Large-Scale Data Pipeline ChallengesMedium

Discuss the main pipeline challenges that appear as data volume, velocity, and system complexity grow.

InfrastructureQualityHarnham
Diagnose KPI Drop After ReleaseMedium

Diagnose a post-release KPI drop by separating instrumentation issues from real behavior changes and tracing the problem through the metric hierarchy.

KPILeading IndicatorsDiagnosisHarnham
Defining Product Metrics for AI SearchMedium

Tests product thinking and metric design that ties model performance to real user value at Harnham.

User NeedsValue PropositionProduct VisionHarnham
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Hands-on SQL practiceWrite and run real queries in the editor. 2 drills · ~20 min
The finish line: interview-readyComplete all 33 questions plus 2 hands-on drills to finish this plan.