https://www.burningglassinstitute.or...-tech-frontier
The methodology certainly has flaws but I like the way they attempted to look at the quality of the tech work as opposed to purely the quantity. There is a big difference between places like DFW or DC that have large volumes of legacy tech vs. the true tech hubs like the Bay Area and Seattle.
I'd be interested to see see the quality/quantity juxtaposition expressed more clearly. All I see for that is an unlabeled chart (though you can largely deduce which cities are which).
This is the ranking by the quality metric, not considering the size of the tech scene at all. Surprisingly low to me is NYC. Surprisingly high is maybe Miami?
Rankings by Share of Tech Workers with a Frontier Skill: Large MSAs (25k+ Tech Workers)
Rank Metropolitan Statistical Area Frontier Skill Holder Share
1 Seattle-Tacoma-Bellevue, WA 79.1%
2
San Jose-Sunnyvale-Santa Clara, CA 78.9%
3
San Francisco-Oakland-Berkeley, CA 75.2%
4 Boston-Cambridge-Newton, MA-NH 64.6%
5 Austin-Round Rock-Georgetown, TX 64.5%
6
San Diego-Chula Vista-Carlsbad, CA 62.8%
7 New York-Newark-Jersey City, NY-NJ-PA 60.4%
8 Los Angeles-Long Beach-Anaheim, CA 60.4%
9 Portland-Vancouver-Hillsboro, OR-WA 59.7%
10 Raleigh-Cary, NC 59.6%
11 Denver-Aurora-Lakewood, CO 58.5%
12 Atlanta-Sandy Springs-Alpharetta, GA 55.9%
13 Chicago-Naperville-Elgin, IL-IN-WI 55.2%
14 Miami-Fort Lauderdale-Pompano Beach, FL 55.1%
15 Phoenix-Mesa-Chandler, AZ 55.0%
16 Minneapolis-St. Paul-Bloomington, MN-WI 54.8%
17 Philadelphia-Camden-Wilmington, PA-NJ-DE-MD 54.3%
18 Detroit-Warren-Dearborn, MI 53.8%
19 Kansas City, MO-KS 53.7%
20 Baltimore-Columbia-Towson, MD 53.2%
21 Washington-Arlington-Alexandria, DC-VA-MD-WV 52.1%
22 Dallas-Fort Worth-Arlington, TX 51.9%
23 Pittsburgh, PA 51.7%
24 St. Louis, MO-IL 51.3%
25 Tampa-St. Petersburg-Clearwater, FL 51.3%
26 Houston-The Woodlands-Sugar Land, TX 50.2%
27 Sacramento-Roseville-Folsom, CA 50.0%