The 29-year-old is wanted for arson after allegedly setting fire to a home where she was evicted.
Firefighters responded to the scene along the unit block of North Keystone Avenue early Sunday morning.
The homeowner says they were contacted by Davis who admitted to lighting the fire.
A witness tells police that Davis was at the scene minutes before.