AI Resiliency Matrix
Interactive visualization of 80 degree programs plotted by automation risk and median earnings. Bubble size reflects projected job growth. Click any point to explore that degree in detail.
How to Read This Matrix
X-Axis: Automation Risk
Percentage likelihood of job tasks being automated, based on O*NET task analysis and Frey-Osborne methodology. Lower values (left side) indicate greater resistance to automation.
Y-Axis: Median Earnings
Annual median salary for primary occupations linked to each degree, sourced from BLS Occupational Employment and Wage Statistics. Higher values (top) indicate greater earning potential.
Bubble Size: Job Growth
Projected employment growth rate from BLS Employment Projections. Larger bubbles indicate faster-growing career fields with more projected job openings.
Color: Risk Category
Each degree is color-coded by its overall AI Resiliency risk category, from Very Low Risk (green) to Very High Risk (red), based on the five-factor composite scoring model.