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Generative AI as Seniority-Biased Technological Change

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Re: Generative AI as Seniority-Biased Technological Change

#22
Generative AI may automate some entry-level tasks, but young professionals are not just “replaceable labor.” They bring growth potential, adaptation, and social learning. Without frameworks to manage AI’s role, we risk undermining the very training grounds that prepare the next generation of experts.

Re: Generative AI as Seniority-Biased Technological Change

#23

What happens when companies refuse to hire, even though there is an obvious need? It has to lead to reduced growth. If the majority of companies do this, I would think it would lead to a severe deflationary cycle.

They burn out employees until a failure mode is reached.

Re: Generative AI as Seniority-Biased Technological Change

#25

Earlier quoted context omitted.

In 10 years where do the senior dev's come from? Real question. Seems like with lower entry level jobs now, in 10 years there won't be seniors to hire.

Junior devs eventually will have been brought up with agentic coding, etc. Hopefully whatever the "new way" becomes is how they'll be taught. Currently part of the problem is the taboo using AI coding in undergrad CS programs. And I don't know the answer. But someone will find the right way to teach new/better ways of working with and without generative AI. It may just become second nature to everyone.

Agentic coding is like leading and instructing a team of a bunch of very dumb but also very smart junior devs. They can follow instructions to the T and have great memory but lack common sense and have no experience. The more experienced and skilled their leadership, the better chance of getting a good result from them, which I don’t think is a good job (yet?) for an entry level human SWE.

Re: Generative AI as Seniority-Biased Technological Change

#26
post #2

New Harvard's study (62M workers, 285k firms) shows firms adopting generative AI cut junior hiring sharply while continuing to grow senior roles — eroding the bottom rungs of career ladders and reshaping how careers start.

In 10 years where do the senior dev's come from? Real question. Seems like with lower entry level jobs now, in 10 years there won't be seniors to hire.

> In 10 years where do the senior dev's come from?

From company interns. Internships won't go away, there will just be less of them. For example, some companies will turn down interns because they do not have the time to train them due to project load.

With AI, now employed developers can be picky on whether or not to take on interns.

Re: Generative AI as Seniority-Biased Technological Change

#27

Earlier quoted context omitted.

In 10 years where do the senior dev's come from? Real question. Seems like with lower entry level jobs now, in 10 years there won't be seniors to hire.

I suppose the idea is that those junior developers who weren't hired will spend 10 years doing intensive, unpaid self-study so that they can knock on the door as experienced seniors by that time.

Are you serious? How on earth are these people going to eat or pay rent for 10 years? As well, most companies would laugh you out the door if you were applying a senior role without any experience working in the role.

Re: Generative AI as Seniority-Biased Technological Change

#28
post #2

New Harvard's study (62M workers, 285k firms) shows firms adopting generative AI cut junior hiring sharply while continuing to grow senior roles — eroding the bottom rungs of career ladders and reshaping how careers start.

In 10 years where do the senior dev's come from? Real question. Seems like with lower entry level jobs now, in 10 years there won't be seniors to hire.

In 10 years, the management (or "leadership" if you like the taste of boot) responsible for doing the cutting will have moved on to something else, with no consequences for them.

Re: Generative AI as Seniority-Biased Technological Change

#29
In the future, there will be two kinds of companies:

  1. Those that encourage people to use AI agents aggressively to increase productivity.
  2. Those that encourage people to use AI agents aggressively to be more productive while still hiring young people.
Which type of company will be more innovative, productive, and successful in the long run?

Re: Generative AI as Seniority-Biased Technological Change

#30

Earlier quoted context omitted.

Junior devs eventually will have been brought up with agentic coding, etc. Hopefully whatever the "new way" becomes is how they'll be taught. Currently part of the problem is the taboo using AI coding in undergrad CS programs. And I don't know the answer. But someone will find the right way to teach new/better ways of working with and without generative AI. It may just become second nature to everyone.

Kids are always the best with technology. The generation in high school right now will be god tier at getting results from LLMs.

Might have been the case before. But these days, kids are brought up on locked-down content-focused machines (e.g. ipads). They struggle with anything harder than restarting an app.
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