• Support and enhance the real-time risk engine processing 10k+ position updates/second across perpetuals, spots, and prediction markets.
• Design and implement risk metrics: portfolio VaR, stress VaR, expected shortfall, Greeks aggregation, cross-asset correlations.
• Build position limit frameworks: notional caps, delta limits, concentration limits, leverage constraints, drawdown thresholds.
• Develop statistical models for tail-risk scenarios: fat-tailed distributions, regime switching, correlation breakdowns.
• Implement margin calculation engines: cross-margining logic, liquidation price models, maintenance margin monitoring.
• Work closely with trading infrastructure team to ensure