This paper proposes an optimal joint energy and reserve scheduling model for electric railway power system which is operated by an Electric Railway Company (ERC). The model relies on a two stage stochastic optimization method that accounts for the uncertainties of the ERC energy demand and the availability of its generators and interconnecting converters. A case study based on the characteristics of Swiss railway power system in the western part of Switzerland is presented to demonstrate the effectiveness of the proposed model.