Many officers and deputies don't wear their uniforms to and from work for safety reasons so it's not unusual that his neighbors never saw him in uniform. Also, again for safety reasons, he may not have wanted to broadcast that he was in law enforcement if the local citizenry were not happy with law enforcement or if former arrestees could turn up on his doorstep.