The World Bank is creating an urban equilibrium model for the city of Casablanca. The model aims to capture the relationship between a city’s spatial form and productivity. The purpose of this project is to create a high-granularity spatial model of employment that would directly feed into the urban equilibrium model. Given the lack of publicly available spatial employment data, innovate methods are used to create this dataset.