Several markets we cover have well under the national share of developers: Miami (0.62), Houston (0.64), Nashville (0.65), Providence (0.65), Albany (0.67) and Buffalo (0.68). In those metros, a senior engineering search often means recruiting candidates willing to relocate, or opening the role to hybrid or remote work.
Thin does not always mean cheap. Miami's developers earn a $132,650 median and Houston's $129,440, a little below the U.S. median of $135,980 but far closer to it than the gap in supply would suggest. The savings against San Francisco, at $186,640, are real.
The deepest markets have the opposite problem. Seattle and San Francisco have plenty of experienced engineers, but developer medians 23% and 37% above the U.S., and AI companies competing for the same people. Our pages on Seattle and San Francisco cover those markets in detail.