25/03/2026 9 minutos de leituraPor Rafael

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Is AI automation creating a crisis for Gen Z graduates?

Automation has hit the job market full force, and the ones feeling the impact right away are Gen Z workers.

Experts are already raising a serious alarm: unemployment among college graduates could surpass 30% because of artificial intelligence and the tools that are taking over functions that used to be the entry point for any career.

And that brings up the question nobody wants to ask out loud: is a college degree still worth anything in the world we live in today?

The answer is not simple, but the picture is getting clearer by the day for anyone paying attention.

Professor Dr. Zhaleh Semnani Azad, assistant professor of management at Cal State University Northridge, is one of the voices discussing how AI agents are reshaping the job market, especially for those who just graduated and are still trying to land their first job.

It is not exactly reassuring news, but it is a conversation that needs to happen. 👇

What automation has to do with your first job

For a long time, entry-level jobs, those positions every graduate aimed for right out of college, worked as a kind of mandatory gateway into the professional world. That is where you learned on the job, built experience, and started climbing in your field.

But that model is being deeply shaken by automation and the rise of generative AI tools that, in recent years, have gained an impressive ability to perform tasks that previously depended entirely on skilled human hands.

Functions like basic data analysis, resume screening, customer service, simple content writing, spreadsheet management, and even report generation are already being handled by automated systems with a speed and precision that no recent graduate can directly compete with, at least not in those isolated tasks.

And the problem is that those are exactly the functions that used to be reserved for graduates just starting out. The market is essentially skipping that step and demanding professionals with more consolidated experience, while delegating the entry-level work to machines.

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Gen Z, a generation that grew up connected and interacts with technology in a very natural way, is discovering that being familiar with technology is not the same as being protected by it. Recent studies indicate that younger generations, the very ones who use digital tools the most in their daily lives, are also the most vulnerable to having their positions replaced by AI.

This happens because the activities they handle most easily, like repetitive and pattern-based tasks, are exactly the ones that language models and automation systems learn to do most efficiently. 😬

The warning coming from academia

Dr. Zhaleh Semnani Azad, assistant professor of management at Cal State University Northridge, has been drawing attention to a point that many people still prefer to ignore: AI agents are not just automating specific tasks, they are replacing entire roles that once served as career stepping stones for graduates.

In recent discussions about AI and employability for recent graduates, she points out that the transition is not gradual, as many expected. It is happening at an accelerated pace, and the higher education system has not yet adapted to this new reality in a satisfactory way.

The central point of her argument is that universities continue to train professionals for a market that is changing faster than curricula can keep up. Programs still teach skills that had great practical value ten or fifteen years ago but are now being partially absorbed by automation platforms.

This creates a serious disconnect between what graduates learn and what the market actually demands. And the ones who pay the highest price for that disconnect are the young people who leave college full of expectations and find themselves facing a job landscape completely different from what they were promised.

Some business experts, as highlighted in a CBS Los Angeles report, say that AI agents could easily push unemployment among graduates beyond 30%. It is a number that grabs attention and, even if it does not materialize at that exact proportion, it reveals the scale of the problem that is already knocking on the door of millions of young professionals.

This scenario is not exclusive to the United States. Across many countries, the discussion is also gaining momentum, especially in sectors like accounting, law, marketing, journalism, and information technology, where AI tools are already reducing the demand for junior professionals in a very visible way.

Mid-size and large companies are hiring fewer trainees and interns in some areas, not because the work decreased, but because part of it is being absorbed by automated systems that do not need onboarding, training, or a salary. It is an economic equation that makes sense for businesses but creates a very serious structural problem for anyone trying to enter the workforce right now. 📉

Does a degree still hold value in this scenario

Here is the crux of the issue. A degree, on its own, has lost some of the door-opening power it once had. Not because the knowledge gained in college is useless, but because the market has increasingly started to value skills that go beyond what is printed on a certificate.

The ability to work alongside AI tools, to understand the limitations of those tools, to ask better questions, to interpret results, and to make strategic decisions based on data generated by automated systems, all of that has become a huge differentiator for any professional, regardless of their field.

What is becoming clear is that the job of the near future is not necessarily one where you compete against AI, but one where you know how to use AI to your advantage.

Professionals who understand the basic workings of large language models, who know how to craft good prompts, who can evaluate the quality of an output generated by an automated system, and who have the critical thinking skills to identify errors or biases in those results, those professionals are in a much more comfortable position in today’s market.

And interestingly enough, these are skills that a college education can absolutely develop, as long as the curriculum is updated to include them in a practical and not just theoretical way.

Human skills as a competitive advantage

For Gen Z, the message emerging from this whole debate is not exactly one of despair but of urgent adaptation. The landscape demands that young graduates develop a more active relationship with the tools transforming the market, rather than just consuming them passively.

Understanding automation not as the enemy but as part of the work environment can make a huge difference in the trajectory of anyone just starting out.

There is a set of competencies that artificial intelligence systems still cannot replicate with the same depth as a human being. Some of them include:

  • Empathy and emotional intelligence – being able to read the human context behind a situation and respond in a genuine way
  • Applied creativity – connecting ideas from different fields to solve complex problems in unexpected ways
  • Leadership and people management – motivating, guiding, and developing teams in uncertain scenarios
  • Complex communication – negotiating, persuading, and building narratives that go beyond repetitive patterns
  • Critical and ethical thinking – questioning results generated by AI and making responsible decisions grounded in human values

This combination of technical skills and human competencies creates a professional profile that, at least for now, no automated system can fully replace. And it is precisely at that intersection where the opportunity lies for anyone entering the job market right now. 💡

The role of universities and companies in this transition

You cannot put all the responsibility on the shoulders of young professionals. Universities play a fundamental role in this adaptation and need to rethink their curricula with an urgency that, until recently, seemed unnecessary.

Tools we use daily

Including hands-on courses about AI, automation, data analysis, and computational thinking should not be exclusive to technology programs. Any field that trains professionals for the job market needs to prepare its students for an environment where artificial intelligence is already part of the daily routine.

On the corporate side, there is also an important responsibility. Cutting junior positions in the name of efficiency might make sense in the short term, but it creates a long-term problem that affects the entire talent pipeline. If nobody develops new professionals through hands-on experience, where will the leaders and specialists of the future come from? Automation handles tasks, but it does not develop people.

Mentorship programs, structured internships focused on skills that complement AI, and development plans that integrate technology with human growth are paths that some organizations have already started to explore. And early results show that this combination can be far more productive than simply replacing people with machines across the board.

What is at stake for the years ahead

Projections circulating in reports from global consulting firms and academic studies indicate that the pressure on graduate employment is expected to keep growing over the next five to ten years, as AI tools become more accessible and more capable.

This does not necessarily mean there will be fewer jobs overall, but rather that the nature of available positions will change significantly. The most mechanical and predictable roles will continue to be absorbed by automation, while demand grows for professionals who can orchestrate, supervise, and improve those systems.

The debate about 30% unemployment among graduates is not an inevitable prophecy, but it is a warning sign that deserves real attention. Public education policies, curricular reforms in universities, professional reskilling programs, and a shift in how companies approach junior talent development are all critical pieces to prevent this scenario from playing out in the harshest way possible.

Ignoring the problem or treating AI as something distant from everyday reality is a strategy that is already showing its consequences.

What is at stake is not just the future of one generation but how society will handle one of the fastest and most profound transformations the job market has ever faced. And if there is one thing Gen Z‘s journey has taught us so far, it is that ignoring technology was never a real option.

The difference now is understanding that using technology and being replaced by it are very different things, and the space between those two possibilities is exactly where the professional future of graduates will be built. 🚀

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