Wikipedia: American Middle Class. One thing that the entry stated is that the concept of middle class is "is typically ambiguous in popular opinion and common language use." Two reasonable people might strongly disagree who is middle class.
The most important factors in determining who is middle class is household income. Other important factors include, but are not limited too, wealth, education, age and occupation.