This seems to fit:
1861 census:
14, Hobbs Buildings, Wylds Lane, St Peter, Worcester
BANKS, Roseanna Head Unmarried F 54 Schoolmistress
born Worcester
The transcription on FindMyPast states married, but if you look at the original, it's clearly 'Unm'.
Cati