Until recently, most research on the potential effects of automation, including our own, has focused on the national-level effects. Our previous work ran multiple scenarios regarding the pace and extent of adoption. In the midpoint case, our modeling shows some jobs being phased out but sufficient numbers being added at the same time to produce net positive job growth for the United States as a whole through 2030.

But the national results contain a wide spectrum of outcomes. This report analyzes more than 3,000 US counties and 315 cities and finds they are on sharply different paths. Automation is not happening in a vacuum, and the health of local economies today will affect their ability to adapt and thrive in the face of the changes that lie ahead.

The trends outlined in this report could widen existing disparities between high-growth cities and struggling rural areas, and between high-wage workers and everyone else. But this is not a foregone conclusion. The United States can improve outcomes nationwide by connecting displaced workers with new opportunities, equipping people with the skills they need to succeed, revitalizing distressed areas, and supporting workers in transition. Returning to more inclusive growth will require the combined energy and ingenuity of business leaders, policy makers, educators, and nonprofits across the country.