Artificial Idea | AI careers · practical prompts · no hype Monday, September 15, 2025 · Issue #13 · Jobs

The unexpected career move

The generation that grew up with smartphones is applying to plumbing apprenticeships in record numbers. This is not a story about giving up. It is a story about reading the market correctly.

In 2024, applications to trade apprenticeship programmes in the United States increased by 23% year-on-year, according to the National Center for Construction Education and Research. In the United Kingdom, the Engineering Construction Industry Training Board recorded a 31% increase in apprenticeship applications across electrical, plumbing, and HVAC disciplines over the same period. In Australia, the National Centre for Vocational Education Research found that enrolments in trade qualifications among 18 to 24 year olds reached a fifteen-year high.

The candidates driving these numbers are not, in the main, people who struggled academically or lacked options. Admissions data from several large apprenticeship programmes in the United States shows a measurable increase in applicants with strong academic records who previously would have been expected to pursue four-year degrees. A 2025 survey of 1,200 trade apprentices conducted by Morning Consult found that 34% had considered a university degree before choosing a trade programme, and that the primary reason for their decision was not cost, not family tradition, and not a lack of interest in knowledge work.

It was a deliberate assessment of where the durable economic value in the labour market is moving.

The calculation these candidates are making

The logic is not complicated, and it is worth spelling out precisely because it has implications that extend well beyond the individuals making it.

Skilled trades require physical presence, real-time problem-solving in variable environments, and the kind of tacit, experience-built judgment that accumulates over years of doing work that cannot be fully described in a ruleset. An electrician diagnosing a fault in a non-standard installation is doing something that current AI cannot replicate, not because the underlying knowledge is inaccessible to a model, but because the physical context, the sensory information, and the real-time adaptive decision-making required to act on that knowledge in a specific environment are beyond the current capability of any deployable automated system.

The young people choosing trades in 2024 and 2025 have looked at that reality and drawn a conclusion that a significant portion of the knowledge work sector has not yet fully internalised. Automation risk is not primarily a function of how intellectually demanding a job is. It is a function of how much of the job's value depends on physical presence, variable context, and experiential judgment built through repetition in the real world. By that measure, a master electrician is considerably more durable than a junior data analyst, and a growing number of young people are making their career choices accordingly.

A 2025 analysis by Oxford Economics found that skilled trade occupations have an average automation exposure score of 18%, compared to 54% for entry and mid-level office-based knowledge work roles. That gap has widened by 11 percentage points since 2020, and the trajectory shows no sign of reversing.

The compensation picture has shifted too

The traditional trade-off between trades and professional knowledge work was straightforward: trades offered stability and decent wages, professional knowledge work offered higher ceiling compensation and greater social status. That trade-off has been materially disrupted in the past three years.

According to the U.S. Bureau of Labor Statistics 2025 Occupational Outlook, the median annual wage for electricians in the United States is $61,590, with master electricians in high-demand markets consistently earning above $90,000. Plumbers and pipefitters median at $59,880, with experienced specialists exceeding $85,000. HVAC technicians median at $57,300 with strong upward trajectory driven by the accelerating demand for climate control infrastructure.

These figures are not exceptional. They are median figures for workers in established, mid-career positions. They compare favourably with the median compensation for a significant proportion of the entry and mid-level knowledge work roles currently facing the most acute automation pressure. And unlike those knowledge work roles, the compensation trajectory for skilled trades is moving upward, driven by a supply and demand imbalance that is structural rather than cyclical. The pipeline of trained trade professionals is not keeping pace with the retirement of the existing workforce or the demand generated by infrastructure investment and climate-related construction activity.

McKinsey's 2025 infrastructure workforce report estimates a shortfall of 430,000 skilled trade workers in the United States alone by 2030, with similar proportional gaps projected across the European Union, Australia, and Canada. Shortages of that magnitude, in occupations with automation exposure scores below 20%, produce one predictable outcome. Compensation rises.

What this tells knowledge workers who are not switching careers

The point of this analysis is not that knowledge workers should retrain as electricians. The point is that the reasoning these young people are applying to their career decisions is analytically sound, and the same reasoning applied to a knowledge work context produces conclusions that are equally actionable.

The question is not whether your job is intellectually demanding. It is whether the value you produce depends on capabilities that are genuinely difficult to automate: physical presence, variable real-world context, accumulated experiential judgment, complex interpersonal relationships, and real-time adaptive decision-making in unpredictable situations.

Most knowledge work roles contain some of these characteristics and some that are straightforwardly automatable. The professionals making the best decisions right now are those who have honestly identified which parts of their role fall into which category and are investing accordingly. They are protecting and developing the durable parts. They are learning to augment or automate the vulnerable parts before that decision is made for them.

That is exactly the calculation the Gen Z trade applicants are making. They are reading the map and moving toward the territory with the most durable value. The fact that the territory they are moving toward involves a wrench rather than a laptop is incidental to the underlying logic.

The underlying logic is the thing worth paying attention to.

A note for readers in India

The dynamics described above are playing out with specific characteristics in the Indian context that are worth addressing directly. India's manufacturing and infrastructure sectors are expanding at a rate that is generating significant demand for skilled trade and technical professionals, while the information technology and business process outsourcing sectors that have historically absorbed the largest share of graduate talent are undergoing structural changes driven by AI adoption that are compressing entry-level hiring in precisely the ways described in Issue #11.

The National Skill Development Corporation's 2025 report identifies a shortfall of 29 million skilled technical workers in India by 2030 across manufacturing, construction, and infrastructure sectors. The social perception of trade and vocational careers in India has historically constrained supply in these areas despite strong and growing demand. That perception gap represents an opportunity for individuals willing to look past the social calculus and read the economic one.

The economic one is increasingly clear.

The action

Apply the trade apprentice's reasoning to your own career. Strip away the job title, the industry, and the social status associated with your current role. Look only at the underlying tasks. Which of them require physical presence, variable real-world context, or experiential judgment that cannot be acquired without years of doing the work? Which of them do not?

The ratio of those two categories is a more reliable indicator of your long-term career durability than any job title or industry classification. Know your ratio. Act on it.

Thursday we are giving you the prompt framework that professionals are using to conduct exactly this kind of honest career audit, and to build a concrete development plan from the results. The framework takes forty minutes and produces more actionable clarity than most career coaching engagements that cost significantly more and take considerably longer.

The people using it are not waiting for their organisation to tell them what to do next. That is, increasingly, the right posture.

— The Artificial Idea team