Students from any other undergrad majors can join MS in Engineering Management. It fits for everyone and most suitable for Engineering, Technology, Business backgrounds in under-graduation.
First university that offered Engineering management course is Missouri University of Science and Technology.
List of US Universities offering MS in Engineering Management Course (MEM)
Universities with highest number of students in MEM course are listed here.