How it went
The candidate was initially approached by a recruiter for a Business Data Scientist role and completed an initial screening. The interview process consisted of five to six rounds, primarily focusing on case studies and statistical concepts, with minimal questions on machine learning depth. Throughout the process, the recruiter provided guidance on the structure of each round and offered feedback after each assessment.
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.