Assistant Professor, Associate Professor, Lecturer... What's the Difference?

A listener at Hefei University of Technology in Anhui Province, China, has a question for our Foreign Student Series.  The question involves the system of job names in American higher education.  Zhang Xiang wants to know the difference between positions like professor, associate professor and lecturer.