Top 25
Prep plan
Updated weekly · Last refresh Oct 17

Healthfirst (New York) Data Scientist Interview Questions

The questions to prepare for a Healthfirst (New York) Data Scientist interview. Questions from real interview reports rank first. Updated daily.

25questions
~4htotal time
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1
Model EvaluationStart here. 4 questions · ~35 min
Compare Classification MetricsEasy

Compare precision, recall, F1-score, and ROC-AUC to judge a classifier's tradeoffs.

PrecisionAUC-ROCRecallHealthfirst (New York)
Explain Model FeaturesMedium

Evaluates your understanding of feature engineering and model interpretability.

Healthfirst (New York)
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2
Product Sense3 questions · ~26 min
Motivation in Healthcare Product WorkEasy

Explain what drives your work and how you connect motivation to meaningful user and patient impact in healthcare.

User NeedsValue PropositionUse CasesHealthfirst (New York)
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3
Machine Learning5 questions · ~43 min
Bias-Variance Tradeoff in PracticeMedium

Explain the bias-variance tradeoff and how it guides model choice, regularization, and generalization performance.

Cross-ValidationBias-Variance TradeoffRegularizationHealthfirst (New York)
Supervised vs Unsupervised LearningEasy

Explain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.

Unsupervised LearningFeature EngineeringBias-Variance TradeoffHealthfirst (New York)
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4
Statistics & Probability4 questions · ~35 min
Approach Time Series ForecastingMedium

Tests your methodology for building and validating forecasting models.

ForecastingRegressionTime SeriesHealthfirst (New York)
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5
Behavioral & Leadership6 questions · ~52 min
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6
More topics3 questions · ~26 min
Handling Missing DataMedium
Practice

Standardize missing observation fields with fallback values, missingness flags, and ordered output.

Window Functionsmissing valuesdata cleaningHealthfirst (New York)
Define Success for a ProjectEasy

Define what success means for a project using clear KPIs, a north star, and supporting metrics.

KPIsSuccess CriteriaDiagnosisHealthfirst (New York)
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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 25 questions plus 2 hands-on drills to finish this plan.