They say it has been identified as a caracal, an internationally protected endangered species that is not common in the United States.
The cat was seen in the area of Della Drive and the Hilldale Golf Course.
It is unclear where the animal came from.
The Hoffman Estates Police Department said it wants to safely relocate the animal to a zoo or wildlife facility that can properly care for it.
Police say if you see the cat, call 911.