The Bay Area continues to flex its brain power touting two of the most educated metro areas in the United States, according to a WalletHub study. San Jose-Sunnyvale-Santa Clara ranked second and San Francisco-Oakland-Berkeley ranked fifth on a list that crunched 11 scholarly metrics in 150 large metropolitan areas. The factors include number of adults with bachelor’s degrees or higher, the quality of public schools in the area, and racial/gender education gaps, among others.

Silicon Valley beat out San Francisco and the East Bay when it came to highest percentage of bachelor’s degree holders, and the South Bay was tied for the top spot for highest percentage of graduate degree holders. The top overall city in the study was Ann Arbor, Michigan.

Cities favor highly educated workers to fuel their economic growth and tax revenues, according to the study. But highly educated cities could shift in the future depending on the trajectory of remote work. An exodus of workers for remote work may have been at play in the San Francisco-Oakland-Berkeley metro area, which dropped from the fourth spot overall in last year’s study to number five.

Here’s the top 10 cities on the list.

1. Ann Arbor
2. San Jose-Sunnyvale-Santa Clara
3. Washington-Arlington-Alexandria, Virginia
4. Madison, Wisconsin
5. San Francisco-Oakland-Berkeley
6. Boston-Cambridge-Newton
7. Durham-Chapel Hill, North Carolina
8. Seattle-Tacoma-Bellevue
9. Austin-Round Rock-Georgetown, Texas
10. Bridgeport-Stamford-Norwalk, CT


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