Hope represented England at under-16 (two goals in seven games), under-17 (12 goals in 17 games), under-18 (two goals in two games) and under-19 level (two goals in six games). He was in England's squads for the 2011 FIFA U-17 World Cup, 2011 UEFA European Under-17 Championship and 2012 UEFA European Under-19 Championship.