Understanding occupation elements and employee skillsets is essential to properly align your workforce, identify skill gaps, emerging skills and career/training paths. In this presentation we will develop an occupation knowledge graph from open data, augment with inferred employee attributes and use graph data science procedures to explore the dataset.