It provides a realistic, hands-on experience by applying quantitative models like Cost-of-Carry, Black-Scholes, and Monte Carlo simulations directly to real-world commodity markets like coffee futures. The scenarios effectively bridge theoretical finance and practical client advising, helping translate complex data into clear, strategic decisions.
Introduction from Citi
Hear Julio DeGraca, Managing Director at Citi, introduce the simulation.Reviews
Giving concrete market data for the option task rather than a purely descriptive question was the strongest part - it forces you to actually compute the forward, run Black-76 and then validate it against a Monte Carlo, which is what the job is. The progression from pricing to structuring to risk also mirrors how a real book is built.
I liked that the simulation was practical and interactive. It helped me understand how quantitative models, pricing techniques, hedging strategies, and risk management are applied to real-world market scenarios. It also showed me how factors like supply, demand, weather, and geopolitical events can affect commodity prices and investment decisions

