One of the problems we wrestle with at Jane Street is how to understand and manage the costs associated with the positions we hold: things like margin, financing costs, market risk, regulatory capital requirements, and so on. To that end, we’ve built systems that estimate these costs and propose ways to reduce them. Essentially, this is a numerical optimization problem.
