He last officiated the Iron when they lost 2-1 to Charlton towards the end of last season.
The Northamptonshire referee has been in charge of 30 games so far this season, showing 80 yellow cards and three reds.
Paul Newhouse and Gareth Mellor are the assistant referees, with Nigel Smith as the fourth official.
