How it went
The interview focused on core business metrics relevant to the team's work, including customer churn, profitability, and lifetime value. The candidate also addressed fundamental machine learning concepts such as the bias-variance tradeoff. A deep dive into the candidate's past projects was also part of the discussion.
What came up
Data ModelingMachine LearningConceptStatistics & ExperimentationData AnalysisCodingSQLData Structures & AlgorithmsPeople ManagementProject ManagementProgram SenseCross FunctionalSystem DesignProduct DesignEstimationProduct StrategyAnalyticalTechnicalExecutionBehavioralCustomer InteractionApp CritiqueData Pipeline DesignArtificial IntelligencePresentationPortfolio ReviewDebuggingCode ReviewProject Discussion
A candidate-reported account, lightly edited. Interview processes change by team and date.