Crain's Chicago Business Data Center

www.chicagobusiness.com/section/lists
Crain's Chicago Business has a section with directories including Chicago's Largest Employers, Chicago's Largest Labor Unions, Executive Recruiters, etc.  You are able to view the top 5 on most lists for free.