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Updated weekly · Last refresh Oct 17

Evidation Health Data Scientist Interview Questions

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

50questions
~7htotal time
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1
Statistics & ProbabilityStart here. 8 questions · ~66 min
2
Model Evaluation5 questions · ~41 min
Evaluate Whether a Model Is OverfittingMedium

How to tell if a model is overfitting by comparing training and validation behavior.

Cross-ValidationAUC-ROCAccuracyEvidation Health
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3
Machine Learning8 questions · ~66 min
Experience with ML TechniquesEasy

Describe your hands-on experience applying supervised learning, feature engineering, and model evaluation in real projects.

Cross-ValidationFeature EngineeringSupervised LearningEvidation Health
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4
Metrics7 questions · ~58 min
Define a Product North StarMedium

Define a North Star Metric for a product and explain how it guides KPI selection and growth decisions.

User SegmentsNorth Star MetricKPIsEvidation Health
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5
SQL & Data Manipulation7 questions + 3 drills · ~88 min
6
Pipelines7 questions · ~58 min
Backfilling Missing Pipeline DataMedium

Approach for safely backfilling missing data while preserving correctness, idempotency, and data quality.

ETLQualityEvidation Health
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7
More topics8 questions · ~66 min
Prioritize Features for a New ProductMedium

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

Feature PrioritizationUser Needsproduct developmentEvidation Health
Design an A/B ExperimentMedium

Evaluates your approach to designing A/B tests for measurable impact in a health data product.

experiment designEvidation Health
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The finish line: interview-readyComplete all 50 questions plus 3 hands-on drills to finish this plan.