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Davidson Consulting España Data Scientist Interview Questions

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

38questions
~6htotal time
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1
A/B Testing & ExperimentationStart here. 4 questions · ~35 min
2
Machine Learning5 questions · ~44 min
3
Model Evaluation3 questions · ~27 min
Choose Regression Evaluation MetricsEasy

Pick the right metrics to evaluate a regression model and explain what each one tells you.

CalibrationMAERMSEDavidson Consulting España
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4
SQL & Data Manipulation5 questions + 1 drill · ~54 min
SQL Insights for Dashboard ReportingEasy

Explain how SQL prepares clean, aggregated data for dashboards and how to describe business impact from visualization work.

JoinsData WranglingAggregationsDavidson Consulting España
SQL Window Functions for Campaign RankingMedium
Practice
Practice drill

Rank campaigns by advertiser performance and calculate campaign-level running conversions over time with PostgreSQL window functions.

Window FunctionsJoinsData ManipulationStackadaptLiveRampAmazon Advertising
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5
Behavioral & Leadership13 questions · ~115 min
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6
More topics8 questions · ~71 min
Prioritize Features for AI ProductsMedium

A framework for prioritizing AI product features based on user value, feasibility, evaluation quality, and trade-offs.

Feature PrioritizationValue PropositionDavidson Consulting España
Statistical Significance in Hypothesis TestingEasy

Explain what statistical significance means and why it matters when interpreting experimental or analytical results.

Hypothesis TestingData AnalysisStatistical SignificanceDavidson Consulting España
ETL vs ELT Trade-offsEasy

Compare ETL and ELT, and explain when ELT is the better pipeline pattern.

ETLELTData ModelingDavidson Consulting España
First Checks for Metric DropsEasy

Outline the first checks to diagnose a sudden drop in a core product metric, starting with data quality, scope, and decomposition.

Lagging IndicatorsLeading IndicatorsDiagnosisDavidson Consulting España
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The finish line: interview-readyComplete all 38 questions plus 1 hands-on drill to finish this plan.