An algorithm for selecting football referees developed by the Laboratory of Sports Studies at the HSE University Faculty of Economic Sciences and the Russian Football Union (RFU) has been named the Best IT Project in the Sports Industry by the Global CIO professional community. In order to recommend the most suitable referee for a particular match, the algorithm considers 30 parameters, including referees’ ratings, the match category, the venue, the need for rotation, etc.