Check and see if the battery is in backwards, or upside down.
How Do You Replace Battery In Keyless Entry For Jeep Cherokee Sport?
The best way is to take the remote and the Jeep to a Jeep/Dodge/Chrysler dealer and let the service department replace the battery. Once that's done, the remote will need to be reprogrammed to operate your car correctly. Hope this helps.