Quantitative Analysis: Use Python and other tools to analyze and optimize trading operations, and develop new strategies. Live Trading: Monitor markets, prices, and live trading results; react quickly to anomalies; improve our automated processes. Strategy Development: Develop and refine models, test new approaches, and collaborate closely with quants, data scientists, and developers. Risk Management: Spot risks early, think in scenarios, and ensure we're prepared for anything.