Task inventories were administered to Civil Service personnel in San Diego, CA. and Washington, D. C. Statistical analyses were conducted of the task inventory data in order to describe, cluster, and compare the various jobs. Preliminary attempts were made at defining career ladders and job families. Needs for further research are discussed.