BuildZoom has created the largest database of contractors in the United States. In order to properly match contractors with relevant jobs, BuildZoom needed to determine contractor qualifications. They did this by scraping all public building permits. We helped them find data scientists to cluster contractors based on building permits and create a taxonomy of contractor jobs. Then we used this taxonomy to classify jobs. This ultimately will roll into a smart contractor matching system.