The SJFA restructured prior to the 2006–07 season, and Athletic found themselves in the twelve-team East Region, Central Division. They finished twelfth (bottom) in their first season in the division.
The club spent the 2013–14 season in abeyance owing to a lack of committee members [1] and at the Scottish Junior Football Association's AGM on 21 June 2014 it was announced that Bankfoot had withdrawn as members of the SJFA.