The Career Ladder Is Losing Its Bottom Rung

In Japan, there are workers now in their forties and fifties who earn less than the new recruits arriving at their companies this year. They are the "ice-age generation" — people who came of age in the 1990s, when hiring froze and the entry-level jobs that were supposed to be their first step never materialized. A quarter century later, the gap has not closed: companies pay higher starting salaries to fresh graduates than to the veterans whose careers were stunted from the start ^[1]. A missed first step, it turns out, is not a setback you recover from. It compounds. The same first step is being missed now — except this time it is being removed from both directions at once. A Stanford study published this month found the employment gap for entry-level workers widened from 15% to 19% in a single year, driven not by layoffs but by reduced hiring ^[2]. On one side, companies are cutting the bottom rung themselves. A survey of 850 business leaders across seven countries found 39% have already eliminated entry-level roles in research and administration ^[3]. Startups have stopped hiring for headcount altogether, pivoting to what they call "talent density" — lean teams of senior people rather than large ones with room for beginners ^[4]. IBM's head of human resources put the problem plainly.

I think there’s a small, short term, realistic thing that’s happening as people are saying, we don’t know what these entry-level hires will do, because with our old programs, we don’t need them to do those things anymore. — Nickle LaMoreaux

On the other side, young people are walking away from the rung before it can be pulled out from under them. Forty-two percent of Gen Z adults say they are entering skilled trades specifically to avoid AI displacement and student debt ^[5]. Those who stay in white-collar work are increasingly skipping the bottom rung entirely: applications for pre-experience master's in management degrees are up at 69% of universities worldwide, as graduates chase management credentials before they have ever held the entry-level job that management was supposed to follow ^[6]. These are independent decisions. Firms are not cutting entry-level roles because young people stopped wanting them, and young people are not fleeing because the roles vanished — not entirely. They are two separate responses to the same pressure, converging on the same gap. What is being lost is not just a job title. GoTo's chief executive put it in terms of what the work used to teach.

It’s only in the rearview mirror that folks will look back and say, ‘You know what, I’m actually relying on it too much. Perhaps I’m not learning some of the things I need to learn,' — Rich Veldran

The proposed replacements are real but thin. Wall Street's model is to have juniors manage teams of AI agents before they ever manage people ^[7]. EY and KPMG are replacing traditional on-the-job training with AI simulations ^[8]. These teach judgment over software. They do not teach the harder thing the entry level used to provide: judgment over people, learned slowly, by making small mistakes that cost little. None of this requires AI to be the sole cause. The Federal Reserve's chair has said AI is not the main thing driving the decline in entry-level employment ^[9]. Researchers argue remote work is the real driver — junior staff need supervision and social capital that are harder to build from a distance ^[10]. A former commissioner of the Bureau of Labor Statistics says the data shows disruption is not yet here ^[11]. All of that may be true. It does not change the shape of what is happening. The rung is disappearing from both ends. A generation has already redirected — toward trades, toward management degrees, toward anything but the first job that used to be the way in. A turn like that has not been reversed by a market uptick or a slower AI rollout, and there is no reason to expect this one to be. Japan is the precedent for what that costs. The ice-age generation did not choose to miss its first step; the jobs simply were not there. Twenty-five years later, they are still earning less than the people who arrived after them ^[1]. The cost of a missing rung arrives slowly, and it stays.