There is a difference between a Reading teacher and a Reading Specialist, at least in NJ.
A reading teacher is a teacher that teaches reading in a whole class setting. A reading specialist needs a graduate degree. They not only teach reading to students in small groups, but they also take on a supervisory role of reading instruction through out the school. They coach classroom teachers on reading instruction in their classrooms.