Planet Money

Asking for a friend … which jobs are safe from AI?

September 10, 2025

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  • AI exposure in a job does not necessarily mean automation, but rather a potential for significant change and transformation. 
  • Human-centric skills like empathy, judgment, creativity, and hope (EPOC score) are likely to be complementary to AI and may offer greater job security. 
  • The impact of AI on the labor market is akin to a general-purpose technology like electricity, suggesting vast and unpredictable changes that are difficult to fully anticipate. 

Segments

AI Exposure vs. Automation
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(00:00:00)
  • Key Takeaway: A study by Daniel Rock and OpenAI categorizes jobs based on AI exposure by analyzing tasks, where higher exposure suggests potential for change rather than guaranteed automation.
  • Summary: This segment introduces the concept of AI exposure in jobs, detailing a study that breaks down jobs into tasks and assigns an exposure score. It highlights that high exposure doesn’t equate to job loss but rather to how much AI can assist in performing those tasks.
Human-Centric Skills for Future
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(00:21:26)
  • Key Takeaway: The EPOC score (Empathy, Presence, Opinion/Judgment, Creativity, Hope/Vision/Leadership) identifies jobs that rely on uniquely human traits, suggesting these roles may be more resilient to AI automation.
  • Summary: This segment discusses Isabella Loisa’s research on the EPOC score, which measures the ‘humanness’ of jobs. It explores how skills like empathy, critical thinking, and leadership are less likely to be automated and can complement AI.
Augmentation Over Automation
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(00:26:06)
  • Key Takeaway: AI is more likely to augment human capabilities by handling specific tasks within a job, rather than fully automating entire roles, especially when human-centric tasks are intertwined with automatable ones.
  • Summary: This part of the conversation focuses on how AI can augment jobs by taking over certain tasks, using examples like lawyers and professors. It emphasizes that the combination of automatable and human-centric tasks within a role can lead to augmentation rather than replacement.
Adapting to AI
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(00:28:44)
  • Key Takeaway: Learning to use AI tools effectively is crucial for individuals to adapt to the changing job market and potentially shape its impact to their advantage.
  • Summary: The discussion concludes with advice for individuals to learn and utilize AI tools. It highlights the story of a veterinarian who successfully transitioned into an AI role by leveraging her existing expertise with new technology, demonstrating a positive path forward.