The JobTeaser platform assesses many aspects ranging from psychology, skill profiles, job definitions, etc. to create rich user profiles about tailored jobs and skills. With such a diverse baseline, JobTeaser requires a sophisticated semantic approach that integrates multiple facets of data, defines concepts, and makes ontological relations.