The Blues striker, who has been sidelined since sustaining an ankle injury in the second game of the season against Portsmouth in August, has returned to full training this week.
As a result, Blues boss Alex McLeish has said that Jerome is likely to be in his squad for the trip to The Emirates on Saturday afternoon.