7. Miami

Increase In Labor Pool, 2011-2016: 46.8 percent

Tech Jobs, 2016: 24,180

Despite the growth in jobs, wage growth was only 2.5 percent, on average, to an average annual salary of $75,700. But the region also saw a jump of nearly 42 percent in the number of conferred technology degrees, according to data CBRE gathered from The National Center for Education Statistics, while the millennial population jumped 7 percent.