A middle-market firm is a firm with sizeable annual revenues but straddles between the smaller companies and the billion-dollar giants. In the case of professions such as legal, accounting and brokerage, middle market firms are those that are just below the dominant firms (such as the Big Four in accounting) in their respective field.