Napa

The Napa metropolitan area receives an AI displacement risk score of 76 out of 100, placing it at rank #37 among 393 US metros. This is 6 points above the national metro average of 70, reflecting moderately elevated risk. An estimated 26,570 workers — 33.9% of the workforce — hold positions in occupations highly susceptible to automation. This vulnerability rate exceeds the national average of 29.5% by 4.4 percentage points.

The primary driver of risk in Napa is the concentration of employment in Healthcare, an industry where routine tasks, data processing, and customer interactions are increasingly being handled by AI systems. Among the most at-risk occupations in the area are Farmworkers and Laborers, Crop, Nursery, and Greenhouse, Waiters and Waitresses, Retail Salespersons, and Cashiers — roles where advances in natural language processing, computer vision, and robotic process automation are already reducing demand. The metro's heavy service sector concentration (34.6% vs 31.3% nationally) amplifies vulnerability, as customer-facing and back-office roles are prime targets for AI automation.

Higher-than-average wages ($71K vs $60K nationally) may provide workers more resources to invest in reskilling, but also create stronger economic incentives for employers to automate. Workers in this metro should consider developing complementary AI skills, exploring transition paths to lower-risk occupations, and leveraging local workforce development resources.