How are job transitions modelled?

The ease of transfer from one job to another is modelled using the cosine-similarity distance measure for the attributes categorised as Knowledge, Skills and Personal. The potential relevance of a transition is based on the cosine-similarity between the Contexts and Styles attributes. These combined variables are used to rank all jobs to help identify the most optimal transition from one job to another.