There are about a dozen industries at the frontier of innovation. They include software and pharmaceuticals, semiconductors and data processing. Most of their workers have science or tech degrees. They invest heavily in research and development. While they account for only 3 percent of all jobs, they account for 6 percent of the country’s economic output. Madison is noted prominently in the study as an area that could become a major tech hub.