How to Predict Your Next Job

The goal of representation is to group workers by the similar jobs they have in hope that it will help predict their next jobs. We found that the representation group together individuals with similar histories. So for example, if a worker has spent their entire career as a data scientist, maybe the representation should be similar to someone who has spent their whole career working as both data analyst and software engineer.