Entry-level friction
How much routine early-career work may be exposed to automation.
AI Exposure Index
See future risk beside financial value.
AI exposure is not a replacement for human judgment. It is one more lens for understanding entry-level friction and durable skills.
Computer Science
BACHELOR
AI exposure
74/100
Earnings
$92,000
Nursing
BACHELOR
AI exposure
30/100
Earnings
$76,000
Accounting
BACHELOR
AI exposure
74/100
Earnings
$70,000
HVAC Technician
CERTIFICATE
AI exposure
28/100
Earnings
$58,000
Liberal Arts
BACHELOR
AI exposure
52/100
Earnings
$52,000
Human judgment premium
How much the path depends on trust, communication, care, and judgment.
Physical-world durability
How much work still needs real-world presence, execution, or service.