Here's what official info I could find:

"Pets entering Qatar require an import permit from the Ministry of Agriculture. Cats with proper documentation are allowed to enter with no difficulty, but some breeds of dogs, especially large dogs, are not admitted. Application forms for import permits may be obtained from the Ministry of Agriculture through a sponsoring employer. A copy of the pet's health certificate and vaccination record must be submitted with the application."