The On-Ramp Didn't Close. It Just Stopped Being Free.

Most tech workers wouldn't recommend their field to a newcomer. The on-ramp is narrowing — but it's a filter, not a wall, and here's how you still get in.

5 min readBy Matthew Stublefield
The beach front road closed in Boscombe, Dorset, due to the recent pandemic and lockdown in the UK.

A few years ago, a regional tech council near me started handing out a Rising Star award — the kind of thing you win by being the most promising young person in a room full of promising young people. This year I went back to a couple of past winners with a simple question: knowing what you know now, what would you tell someone three years behind you, standing where you once stood?

One of them lit up and talked about how much opportunity is out there. The other didn't hesitate either. He said: get out. Don't become a programmer. Don't go into this field.

That's an award-winning young technologist — someone the industry singled out as its future — telling the next kid not to come. And when I read this year's tech-worker survey, I realized he wasn't an outlier. He was the median.

"The water's fine, don't come in"

The survey asked how likely people are to recommend a career in their own role to someone starting out. The answer came back as a net promoter score of –39. More than half would actively steer a newcomer away from the path they took. A full third of the people who called themselves optimistic about their own future still wouldn't recommend the field to anyone else.

The cleanest way someone put it: "the water's fine, don't come in." And it sharpens with seniority — senior and staff individual contributors were the most negative of all at –49, while founders sat near neutral. The people who've made it are quietly pulling the ladder up behind them. Not out of malice, but because they've lost faith that the climb still works for someone starting at the bottom.

I want to take that seriously, because it's real. And then I want to tell you why I think it's more hopeful than it sounds.

The narrowing is real

Start with the honest part. The on-ramp genuinely is narrowing. LinkedIn's hiring data shows U.S. entry-level hiring fell about 6% year-over-year into early 2026, and the entry-level share of hires at top companies has been sliding for a decade — from 40.3% in 2016 to 37.2% in 2025 — with AI named as one of the causes. The junior roles and internships that used to train people are precisely the ones getting automated or cut first. If your mental model of "getting into tech" is a paid apprenticeship where a company covers you while you learn on their dime, that model is drying up. The senior folks aren't wrong about what they're watching happen.

But narrowing isn't closing

Here's where I part ways with the doom. A narrower door is not a wall, and "companies won't pay you to learn anymore" is not the same sentence as "you can't get in."

Think about what that paid apprenticeship replaced. For most of the last few decades, the way you bought into a skilled career was college — years of your time and a large pile of money, handed over up front, before anyone paid you a cent. Nobody called that unfair. We called it tuition. The internship era was actually the anomaly — a stretch where employers footed part of the training bill. That stretch is ending, and yes, it feels unfair. But the deal underneath it, prove you can do the work before someone pays you to do it, is the oldest deal there is.

What changed is the currency. You used to pay in tuition and a degree. Now you pay in shipped work — you build something real, with friends or on your own, not a class assignment, and you put it where people can see it. That's the new on-ramp, and it's faster and cheaper than the old one. It's also more honest: a degree tells an employer you finished a program; a shipped project tells them you can actually do the thing.

And the market is quietly conceding this even while it pretends otherwise. Employers have spent years announcing "skills-based hiring," but a Burning Glass Institute and Harvard study found the reality reached fewer than 1 in 700 hires — 45% of the firms that dropped degree requirements changed them in name only. Credentials still have a grip. Which is exactly why demonstrated skill — work someone can click on and inspect — is the lever that actually moves them.

I do this myself, and I'm well past entry-level. I keep a public GitHub and I ship small products of my own, partly as proof that I do the thing I say I do. Nobody pays me to build a portfolio. I build one anyway, because "here's the work" beats "here's my title" every single time.

Who actually makes it

So who gets through the narrower door? The people who are genuinely good at the work and want it enough to prove it.

The ones who won't make it are the people the old system used to carry by default — the coasters, the folks whose real job was to be the glue: taking the notes, tracking who owed what, shuffling papers between teams. That was always thin value, and it's exactly what AI absorbs first. If you were counting on a junior slot to hide in while you figured out whether you even liked the work, that slot is gone. That part stings, and I won't pretend it doesn't.

But if you're the kind of person who wants to build and think deeply — a systems thinker who uses these tools to go further rather than to dodge the work — the field very much still wants you. It just wants you to walk in already able to show it something.

Where this nets out

I'll be honest about my own seat, because the survey caught me in it too. I'm later in my career, I'm doing well, and I'm probably not going to be the person hiring and mentoring a room full of green juniors. That feels genuinely crappy to say, and a lot of the people behind that –39 carry the same guilt.

But I'm not actually worried about the field. We'll need fewer people in a lot of these roles, because the tools let each person do more — and that rebalancing will be fine on the far side of it. Every previous technology shift that killed a category of entry-level work also invented categories nobody saw coming; the industrial revolution didn't end employment, it reshuffled it. This one will too.

So if you're standing where that Rising Star stood three years ago, here's what I'd tell you instead of "get out": the free version of the on-ramp is gone, and it isn't coming back. The on-ramp itself is still there. Go build something real, ship it where people can see it, and become the kind of person the narrower door was built to let through. (If you want the longer version of what happens to a whole pipeline when the junior rung disappears, I wrote about who becomes senior when AI does all the junior work.)

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