Top 10 Most Endangered Jobs from AI

How to determine what jobs are safe/unsafe?

  • Repetition vs. strategic:
  1. Does your job have minimal repetition of tasks?
  2. Do you regularly come up with insights that are important to your company?
  3. Do you make key decisions that cross functions for your company?
  • Simplicity vs. complexity:
  1. Do most decisions in your job require complexity or deliberation?
  2. In your job, do you need to regularly learn and understand a lot of complex information?
  • Dexterity vs. repetition:
  1. Does it require at least a year of training to be qualified for your job?
  2. Does your job involve very little repetition of the same task(s)?
  • Fixed vs. unstructured environment
  1. Is your job usually performed in different environments each time? (e.g., a taxi driver would always work in the same taxi)
  2. Is your work environment unstructured?
  • Is communication and persuasion one of the most important parts of your job?
  • Do you spend >30% of your work time with people who are not employed by your company (e.g., customers, potential customers, partners) ?
  • Is a key part of your job performance measured by how well you interact with people?
  • Does your job result in happiness, safety, or health of those your directly service?
  • Do you lead or manage people in your job?

Top 10 Most Endangered Jobs from AI

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AI Expert, CEO of Sinovation Ventures (创新工场), founding President of Google China, Author of “AI Superpowers”

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Kai-Fu Lee

Kai-Fu Lee

AI Expert, CEO of Sinovation Ventures (创新工场), founding President of Google China, Author of “AI Superpowers”

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