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The Thaddeus Foundation Data Scientist Interview Questions

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

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A/B Testing & ExperimentationStart here. 4 questions · ~34 min
2
Behavioral & Leadership13 questions · ~111 min
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3
More topics11 questions · ~94 min
Define the Right North StarMedium

Define a north star metric that reflects product value and shows whether the product is working.

North Star MetricKPIsLeading IndicatorsThe Thaddeus Foundation
Evaluate Regression with RMSE and MAEEasy

Explain how to evaluate a regression model with RMSE and MAE, and how to interpret the tradeoff between average and large errors.

RegressionMAERMSEThe Thaddeus Foundation
Using Data to Influence DecisionsEasy

Share how you used data to shape a business decision, including the analysis, recommendation, and outcome.

User ResearchUser NeedsValue PropositionThe Thaddeus Foundation
Interpreting P Values in TestingEasy

Explain what a p-value means in hypothesis testing and how it relates to statistical significance.

Hypothesis TestingStatistical SignificanceP-ValuesThe Thaddeus Foundation
Supervised vs Unsupervised LearningEasy

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

Unsupervised LearningFeature EngineeringBias-Variance TradeoffThe Thaddeus Foundation
Cleaning Inconsistent DatasetsMedium

Evaluates your data cleaning and validation approach for inconsistent inputs.

Data WranglingETLQualityThe Thaddeus Foundation
SQL Window Functions for Month-over-MonthMedium

Tests ability to write correct window-function queries for time-based comparisons.

Window FunctionsLag/LeadDate FunctionsThe Thaddeus Foundation
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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 28 questions plus 2 hands-on drills to finish this plan.