He last officiated the Iron when they won 3-0 against Northampton Town earlier in the season.
The man in the middle has been in charge of 30 games so far this season, showing 68 yellow cards and four reds.
Duncan Street and Richard Wigglesworth are the assistant referees, with Marc Edwards as the fourth official.