In the 1903–04 season, Gillespie was City's top league goalscorer with 18 goals as the team finished in second place in the First Division, three points behind champions Sheffield Wednesday.
In the 1903-04 season, Gillespie was City's top scorer and helped them finish second in the First Division, three points behind the champions Sheffield Wednesday.