Adjust the three factors below to estimate the automation risk for a role.
This role is likely to be augmented by AI. Humans will work alongside AI tools, but the core of the job stays human.
AI processes data; it cannot replace deep judgment. Practice forming your own evidence-based views.
AI literacy, prompt skills, and knowing when NOT to trust AI output are the key skills of the next decade.
Empathy, creativity, ethics, leadership — these are where humans maintain a durable advantage.
Click a role to load it into the simulator above.
Pick a role to see which tasks AI is most likely to take, which it will struggle with, and one specific skill to develop.