Workers in STEM (science, technology, engineering, and math) fields play a direct role in driving economic growth. Yet, because of how the STEM economy has been defined, policymakers have mainly focused on supporting workers with at least a bachelor's (BA) degree, overlooking a strong potential workforce of those with less than a BA. This report presents a new and more rigorous way to define STEM occupations, and in doing so presents a new portrait of the STEM economy. Of the $4.3 billion spent annually by the federal government on STEM education and training, only one-fifth goes towards supporting sub-bachelor's level training, while twice as much supports bachelor's or higher level-STEM careers. The vast majority of National Science Foundation spending ignores community colleges. In fact, STEM knowledge offers attractive wage and job opportunities to many workers with a post-secondary certificate or associate's degree. Policy makers and leaders can do more to foster a broader absorption of STEM knowledge to the U.S workforce and its regional economies. [This report is authored by the Brookings Institution's Metropolitan Policy Program.]