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Prep plan
Updated weekly · Last refresh Oct 17

Crux Informatics Data Scientist Interview Questions

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

27questions
~4htotal time
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1
Statistics & ProbabilityStart here. 3 questions · ~27 min
2
Machine Learning5 questions · ~44 min
Build a Predictive Model from DataMedium

Build a supervised model from a dataset, from feature prep through validation and deployment choices.

Cross-ValidationFeature EngineeringSupervised LearningCrux Informatics
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3
A/B Testing & Experimentation3 questions · ~27 min
Discovery UI Metrics and GuardrailsMedium

Define primary and guardrail metrics for a discovery UI test, with power, MDE, and a pre-registered analysis plan.

ExperimentationGuardrail MetricsA/B TestingCrux Informatics
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4
Behavioral & Leadership7 questions · ~62 min
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5
More topics9 questions · ~80 min
Choosing Classification Evaluation MetricsEasy

Explain which classification metrics to use and how metric choice depends on the business objective and error tradeoffs.

PrecisionAccuracyRecallCrux Informatics
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 IndicatorsDiagnosisCrux Informatics
Prioritize Features for a New ProductMedium

A framework for deciding which features should ship first when building a new product.

Feature PrioritizationUser Needsproduct developmentCrux Informatics
Python Data Cleaning and PreprocessingMedium

Evaluates practical data wrangling skills and preparation for downstream modeling.

Data WranglingETLQualityCrux Informatics
Top Products by Sales SQLMedium
Practice

Task Catalina uses product sales data to evaluate product performance across retail campaigns. Write a PostgreSQL query that identifies the three products ...

Date FunctionsRankingAggregationsCrux Informatics
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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 27 questions plus 2 hands-on drills to finish this plan.