McDermott has been sacked, with the Royals four points adrift of safety and favourites for relegation following a fourth successive Premier League defeat.
Di Canio is available having left Swindon last month and is the early favourite having attracted a large majority of the backing, followed by Nigel Adkins and Roberto Di Matteo.