Harford, who had a spell as caretaker manager at the City Ground last season and was overlooked for the job in favour of Gary Megson, took charge at Rotherham with the club already on the way down to League One.
After a bright start to the season, the Millers have not won for 12 games and Harford is thought to have been given just a couple more games to save his job.