The tie will be played at Kingsmeadow on the weekend of November 12/13.
The draw brought an instant reaction from Wimbledon's Kieran Djilali, who was on trial at the Iron in the summer but not offered a deal.
"This is gonna be GOOOODDD!! They turned me down in the summer! I'm all over that tie! Believe me this is personal," he wrote on his Twitter account.
Full draw:
Hereford United v Yeovil Town
Bury v Crawley Town
Luton Town v Northampton Town
Cambridge United v Wrexham
Morecambe v Sheffield Wednesday
Swindon Town v Huddersfield Town
Redbridge v Oxford City
Bristol Rovers v Kidderminister Harriers or Corby Town
Oldham Athletic v Burton Albion
Preston North End v Southend United
Dagenham & Redbridge v Bath City
Hartlepool United v Stevenage
Droylsden or Blyth Spartans v Gateshead
Alfreton Town or Lincoln City v Carlisle United
Chesterfield v Torquay United
Crewe Alexandra v Colchester United
Tranmere Rovers v Cheltenham Town
Chelmsford City or Gloucester City v AFC Telford United
Darlington or Hinckley United v Tamworth
Exeter City v Walsall
Bradford City v Rochdale
Notts County v Accrington Stanley
Port Vale v Grimsby Town
Sheffield United v Oxford United
FC Halifax Town v Charlton Athletic
Sutton United or Leatherhead v Kettering Town
AFC Bournemouth v Gillingham
Milton Keynes Dons v Nantwich Town
AFC Totton v Bradford Park Avenue
Newport County v Shrewsbury Town
Leyton Orient v Bromley
East Thurrock United v Macclesfield Town
AFC Wimbledon v Scunthorpe United
Salisbury City v Arlesey Town
Brentford v Basingstoke Town
Maidenhead United v Aldershot Town
Mansfield Town or Fleetwood Town v Wycombe Wanderers
Barrow v Rotherham United
Southport v Barnet
Plymouth Argyle v Stourbridge