Nearly a quarter-million job openings for software developers in the United States remain unfilled. Startups and big companies offer generous salaries and perks to attract those with these skills. But the demand for talented developers far exceeds supply. This leaves tech companies of all sizes scrambling to find the employees they need to grow.
Scroll through the maps below to find the best communities for software developers as well as those that have prioritized growth. Dive deeper to find data on jobs, high schools, and congressional districts.