Directly from the CDC website:Small rodents (e.g., squirrels, hamsters, guinea pigs, gerbils, chipmunks, rats, and mice) and lagomorphs (including rabbits and hares) are almost never found to be...
They have become immune to rabies over time because they evolved that way. Since they come in contact with it so much they would have died off if they did not evolve.