predictive matches for each open role and surfaces relationships of potential candidates with existing providers. The model also predicts which physicians are likely to change jobs and where they are most likely to relocate. These insights equip medical leaders and in-house recruiters to drive novel candidate options, and referrals, and create perfectly aligned provider teams.