The Department The Quantitative Development group, within Milliman’s Financial Risk Management Practice (“FRM”), focuses on capital markets modeling, market-consistent valuation of assets and liabilities, quantitative risk analytics, and simulation analysis of risk management strategies. Systems developed by this group support trading functions within active hedge programs, and serve as calculation engines for stochastic-on-stochastic financial projections of hedge strategy performance. The Role Quantitative developers in FRM develop capital markets models (with applications including market-consistent valuation of assets and liabilities, quantitative risk analytics, and simulation analysis of risk management strategies), and implement as modules appropriate programming languages (e.g. C++ /C# /Python / Excel VBA). These modules support trading functions within active hedge programs, and serve as calculation engines for stochastic-on-stochastic financial projections of hedge strategy performance. Specific responsibilities include: Designing models of exotic derivatives appropriate for pricing exercises, setting hedge positions, and projecting hedge strategy performance Implementing derivative models as VBA, C++, and C# modules Developing both risk neutral and real world economic scenarios used for hedge strategy testing purposes Calibration of capital markets models to market prices and historical capital markets data Developing trading strategies and performing historical regression tests
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Job Type
Full-time
Career Level
Entry Level
Number of Employees
1,001-5,000 employees