AI freezes graduate hiring, threatening future leaders

As another cohort of graduates leaves college this summer and starts the search for that all-important first job, many are walking into a market that has quietly changed shape beneath them.  The debate surrounding AI has touched every aspect of our lives, but nowhere more so than in the whispered conversations about job security happening across every boardroom, office and kitchen table in the country. Tales from home and abroad of companies slashing their workforces in the name of AI have almost become commonplace, fuelling a collective anxiety about what the future of work looks like.

But the shift that should actually be concerning us the most isn't the jobs being cut, it's the jobs that are never being created in the first place.

This act of omission is much more subtle. When employees move on, companies are taking a step back and hitting pause. Instead of bringing in the next eager graduate, they're stopping the backfilling process, often in the hopes that AI, or simply a leaner way of working, can take over the mundane, entry-level work at a fraction of the cost. It's an almost invisible shift that leaves corporate reputations intact – no announcements, no fanfare, just an empty desk that nobody fills.

As a result, entry-level roles – the jobs that used to be someone's first real start – are quietly depleting. This is reflected in a recent report from the Irish Department of Finance, which found that AI-related labour market adjustments have occurred mainly through changes in hiring and entry, rather than through the displacement of existing workers. Notably, the department stopped short of claiming AI is straightforwardly replacing people. Its more careful conclusion is that it's easier for firms to manage headcount by slowing or pausing new recruitment than by making existing staff redundant.

That distinction matters, because it tells us the freeze isn't only about what AI can technically do today. It's also about caution. Employers pausing while they work out what these roles should even become. But the effect on graduates is the same either way: fewer doors and fewer of them open.

Ireland's young professionals, those who have just spent the last three or four years obtaining a qualification for better career prospects, are finding themselves with no clear jumping off point waiting for them on the other side.

Young workers aged 15 to 29 in Ireland's tech sector saw employment fall by 20% between 2023 and 2025. What used to be a graduate's first stomping ground has been absorbed, at least somewhat, by AI, leaving an entire generation with fewer places to land. This isn't just a statistic on a page – behind this number are thousands of young tech workers who want nothing more than a chance to kickstart their careers.

The consequences of low-graduate employment are endless. Not only are they being denied the chance to earn a living wage, but they are also being denied the opportunity to develop and grow their skillsets. Entry-level jobs aren't just jobs. They're a space where young people learn how the world of work operates and develop the foundational skills that those of us further along in our careers so often take for granted.

My own first professional role is where I learned to read a room, manage up, recover from a mistake and ultimately, start building a reputation. If I hadn't been given that first opportunity with Expleo, there is no way I would have developed at the rate that I did. Those early, formative years are essential to everything that comes after. The phrase "everyone has to start somewhere" comes to mind. But where do graduates go if the very place they were meant to learn no longer has room for them?

This is short-sighted for another reason that senior leaders don't seem to be thinking about. Junior hires can't simply skip the graduate years and walk straight into mid-management. And what happens a decade from now, when those same organisations are looking upward for their next generation of senior leaders and finding that they never built the bench?  If young people can't get their foot in the door today, organisations will feel the consequences of that in ways they haven't yet begun to calculate.

This, of course, is not to say that AI shouldn't be used. It absolutely should be and it has enormous potential to make organisations faster, sharper and more competitive. But the answer is not to replace our entry-level talent with it – it's to bring both together.

So, what does that look like in practice? It starts with redesigning the graduate role rather than deleting it. If AI now handles the routine work that once filled a junior's first year, then that role should be rebuilt around higher-value work sooner – judgement, client contact, problem-solving – with AI as the tool that gets them there faster. Pair every graduate with AI from day one and treat AI fluency as a core competency of the programme, not an optional extra picked up later.

There's a reciprocal opportunity here too. Graduates entering the workforce now are often the most AI-native people in the building. Structured reverse mentoring – where juniors share how they use these tools and seniors share the context and judgement that tools can't replicate – turns the generation gap into an advantage rather than a threat. It's also worth changing what we measure: a graduate programme judged purely on cost-per-hire will always lose to a spreadsheet, but one judged on the leadership pipeline it builds tells a very different story.

Graduates who learn to harness AI from day one don't just add value now; they become the people who drive serious, strategic AI adoption across the organisation in the years ahead.

As such, the question isn't whether AI belongs in the boardroom (it does). The question is whether organisations are willing to sacrifice their future leaders for the sake of today's costs.

Because right now, that's exactly what's happening – desk by desk, opportunity by opportunity. And by the time most organisations notice, the damage will already be done.