 Rushden finished fifth at the end of the 2016–17 season, before losing to Witton Albion in the play-offs; Purse did not feature in the game.In May 2017, he joined Isthmian League Premier Division club Enfield Town as both a player and as assistant manager to Andy Leese.Purse won two caps for England at under-21 level in 1998.