In 2015, Pedraza was part of the Spain under-19 squad that won the UEFA European Championship. He earned his first cap for the under-21s on 24 March 2016 of the following year, coming on for Dani Ceballos early in the second half of an eventual 0–3 home loss against Croatia for the 2017 European Championship qualifiers.