Now web content data mining techniques allow for much greater sampling and specific analysis of current MIS (simply defined as Management oriented Information Systems types of skills) oriented job ads. In this approach over two million advertisements were filtered to over one half million U.S. job advertisements for MIS degree graduates from various job websites. Management-oriented IS skills were compiled in a thesaurus and then those skills were extracted from the selected job ads. These skills were compared to the job advertisements for subsequent analysis.