Occupational AI Risk Index

Calculate the probability of your current profession being automated or fundamentally transformed by artificial intelligence.

How We Calculate Automation Risk

This risk index applies established labor economics models to measure the susceptibility of your role to automation based on three critical vectors.

Task Predictability

AI excels at recognizing patterns. The more routine and predictable your daily inputs and outputs are, the higher the replacement risk.

Emotional Nuance

Roles requiring genuine empathy, complex negotiation, or psychological intervention remain highly insulated from LLM capabilities.

Sector Dynamics

Certain industries possess regulatory moats or physical limitations that slow down the deployment of automation tech.