Job Ad Skill Analyses
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General Info

This section of the DOGS-IT site contains links to archived data from previous analyses

Click on the Analyses tab for links to the specific data you are requesting

For more information regarding this application, to suggest additional skills or certifications to be included in the analysis, or to collaborate on research utilizing this data, contact Andrew Aken at

Cluster Analyses

Links to archived analyses

Skill Frequencies

Links to archived skill frequencies