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Generative AI Is Not Going To Build Your Engineering Team For You

Jun 14, 2024 - simonwillison.net
The article discusses the importance of junior programmers in the tech industry, debunking the idea that generative AI can replace them. The author, Charity Majors, argues that software engineering is an apprenticeship industry, where most learning happens on the job. It takes around seven years to become a competent software engineer, a role that involves more than just coding. A senior engineer must understand, maintain, and manage a large body of software in production over time, and translate business needs into technical implementation.

Majors also emphasizes that hiring engineers is about composing teams, not just filling individual roles. She argues that teams composed exclusively of senior engineers are not high-functioning, as there is only so much high-level work to go around. The best teams have a range of skill levels, where everyone is challenged and pushed to their boundaries. Majors concludes by advising on hiring junior engineers, stressing the importance of providing them with a conducive learning environment.

Key takeaways:

  • Generative AI will not replace the need for junior programmers as software engineering is an apprenticeship industry that requires constant learning and doing.
  • Being a senior engineer is not just about writing code, but also about understanding, maintaining, and managing a large body of software in production over time.
  • Hiring engineers is about composing teams, and the best teams are ones where no one is bored and everyone is challenged.
  • Organizations should ensure they are in the right shape to hire junior engineers and provide them with an environment where they can learn effectively.
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