Technical Skills
PythonPandasNumpyScipyScikit-learnPytorchTensorflowStatsmodelsPolarsRBloombergRefinitivFactsetCapital iqSec edgarCrsp/compustatTaqEarnings transcripts & call databasesAlternative data providersBacktesting frameworksVectorized computationHandling large financial datasetsCfaFrmCqfCaiaLeadershipCommunicationAnalytical reasoningAttention to detailSound judgmentCfaFrmCqfCaiaFinanceQuantitative financeFinancial engineeringFinancial mathematicsStatisticsApplied mathematicsComputer sciencePhysicsOperations researchEconometricsMachine learningHigh-frequency tradingMarket microstructureExecution algorithmsRisk premia harvestingPortfolio optimizationAiSystematic trading