James Ferguson played once in his solitary season at Arsenal.
The outside left joined from Cambuslang Hibs in June 1906 and made his only first-class appearance in the league against Liverpool in February 1907.
Ferguson was more of a regular in the Southern League where he played 21 times and scored five goals as Arsenal won the title.