Few tools for career exploration utilize visualizations despite their potential to help students understand the intangible relationships between jobs and majors. Our application-driven design combines the intuitiveness of node-link diagrams and the scalability of aggregation-based techniques to combine an overview of a job database with the option for individualized exploration.