Interactive Regional AI Workforce Intelligence
Artificial Intelligence Impact Atlas
Explore how AI use, augmentation, and partial automation could reshape county-level workforce patterns across Virginia.
Move from statewide context to local detail in seconds with map comparisons, estimate switching, and county-level drilldowns.
Why This Matters
Preparing for the Future of Work
Artificial intelligence is advancing rapidly, but its effects on jobs and skills will not be uniform. Some occupations may experience significant task automation, while others may benefit from AI-enabled productivity and new forms of collaboration between people and machines.
Understanding these dynamics requires tools that move beyond broad predictions and instead examine how AI capabilities interact with specific occupations.
The AI Impact Atlas was developed to help researchers, policymakers, and industry leaders explore questions such as:
- How fast might certain cities, counties, or states feel the impact of AI – both in terms of lower hiring rates due to AI augmentation and in worker task replacement by AI?
- Which regions are likely to be most significantly impacted in the next 2–5 years and in which occupations?
- How will these changes affect workers at different stages in their careers? How might workforce development policies and programs be best tailored to help these impacted workers in the timeframe needed?
- Where might we see the growth of new jobs, and do we have adequate training or reskilling programs in place?
By making these insights accessible through interactive visualizations, the platform helps decision-makers better understand potential workforce shifts and plan for a rapidly evolving technological landscape.
Explore the Dashboard
Interactive Workforce Insights
The AI Impact Atlas allows users to explore potential AI exposure across occupations, industries, and geographic regions through a set of interactive visualizations.
AIIA is a scenario analysis tool for modeling local and regional AI job displacement, augmentation, and any resulting cascading economic effects, allowing users to explore the relationship between artificial intelligence and the labor market in a transparent and accessible way.
Team
The project is developed by an interdisciplinary team combining data science, workforce analysis, and interactive visualization expertise.
Help & Support
For data questions, collaboration inquiries, or presentation requests, please contact the team through the support channels used by the Biocomplexity Institute.
If you are new to the dashboard workflow, the Help page includes a guided overview and estimate descriptions.