Based on an analysis of over 10,000 job postings; carrying out dozens of structured interviews with AI experts, hiring managers, and recruiters; gathering data through surveys; and synthesizing other online data, here are the four most important AI engineering skills:

  • Building and deploying AI applications
  • Software engineering fundamentals
  • Using coding agents
  • Shaping the build

Andrew Ng