How AI Isn't Firing Beginners—It's Just Not Hiring Them


How AI Isn't Firing Beginners—It's Just Not Hiring Them

 

Nobody's getting walked out the door with a cardboard box. That's not how this is happening.

I keep hearing people talk about AI like it's going to show up one day and clear out an entire floor of an office. Dramatic, sudden, obvious. But that's not what the data shows. The real story is quieter, and honestly, it's sneakier.

A team at Stanford, led by economist Erik Brynjolfsson, went digging through payroll records for millions of workers. They wanted to know who AI is actually hurting first. Not who companies say they're worried about. Who's really losing ground.

Here's what they found. Among workers aged 22 to 25 in jobs where AI is heavily used, employment dropped by 11 percent. Compared to jobs where AI barely shows up, that's a 19 percent gap.

Now here's the part that stopped me. That gap wasn't caused by layoffs. Companies weren't firing young workers in droves. They just stopped hiring them in the first place.

Think about what that means. No headlines. No mass layoff story on the news. Just a quiet door closing on an entire generation trying to get their first foot in.

Why beginners, specifically?

Entry-level jobs are usually the simple, repeatable stuff. Entering data. Sorting customer emails. Writing basic product descriptions. Following a clear set of instructions.

That's exactly what AI is good at. It can do that kind of work in seconds, for almost nothing.

Senior roles are different. They require judgment. Negotiation. Reading a room, handling a messy human problem that doesn't fit neatly into a flowchart. AI still struggles with that stuff. Experience still matters there.

So picture a manager who used to need three fresh graduates to help carry the workload. Now that manager gets an AI tool instead. One person, one AI assistant, same output. No need for the three beginners who would've spent their first few years learning the ropes.

That's the quiet part. The damage isn't happening to the people already established. It's happening to the people who haven't had the chance to get established yet.

So what does this actually mean for you?

If you're young and trying to break into a field right now, this matters more than any headline about robots stealing jobs. The entry point itself is shrinking. The traditional path — get a junior job, learn on the job, work your way up — depends on someone being willing to hire a beginner. If companies decide AI can skip that step, where does the next generation of experienced senior people even come from?

I think about this from a strange angle, because I didn't take the traditional path myself. I've been traveling full-time since 2017, and a lot of the work I've done over the years came from figuring things out as I went, not from someone handing me a structured entry-level job with a training manual. I've always believed experience doesn't have to come from the "approved" route. Sometimes it comes from just trying something, messing it up, and trying again.

That's probably more important now than ever. If the old doors are closing — the ones where you get hired just to learn — then people are going to have to get creative about how they build skill and experience outside of that system. Freelancing differently. Learning in public. Teaching yourself something nobody asked you to learn yet, because you got curious about it.

I'm almost 70, and if there's one thing I've learned chasing a different path my whole adult life, it's that the "normal" way isn't the only way. It's just the most convenient one for people who already have power in the system.

AI closing the entry-level door doesn't mean doors are closed. It means the obvious door is closing. Somebody's going to find the side door. Somebody always does.

So here's my real question for you: if the usual way in isn't working anymore, what's your unusual way in going to look like?

Source: The Daily Star

If you missed it: AI Isn't Taking Your Job. It's Taking Your Busywork.