Every week brings another round of AI layoff headlines. WiseTech cut 2,000 jobs. Atlassian dropped 1,600. Block gutted its Australian marketing team. If you work at a desk, it's hard not to feel uneasy.
But there's a corner of the Australian workforce where the AI anxiety barely registers. Tradies — the electricians, plumbers, chippies, concreters, and sparkies who keep the country running — are sitting in what might be the most secure career position in the economy right now.
The data backs this up. And it's not even close.
The numbers: trades sit at the bottom of the AI risk scale
On our AI risk assessment, which draws on Jobs and Skills Australia's GenAI Capacity Study and task-level automation analysis, trade occupations cluster at the very bottom of the scale:
- Concreters: 1.9/10
- Building and plumbing labourers: 2.0/10
- Fencers: 2.1/10
- Plasterers: 2.2/10
- Roof tilers: 2.2/10
- Painting trades workers: 2.3/10
- Bricklayers and stonemasons: 2.7/10
- Plumbers: 2.8/10
- Electricians: 2.8/10
- Carpenters and joiners: 3.1/10
- Motor mechanics: 3.5/10
Compare that to the occupations making headlines: keyboard operators at 8.0, telemarketers at 8.0, and accounting clerks at 7.2. The gap between a concreter and a data entry clerk on the AI risk scale is wider than between any other two groups in the Australian economy.
Why AI can't do what tradies do
It's not that nobody's tried to automate construction. Bricklaying robots exist. So do 3D-printed houses. But research from Anthropic's Economic Index — published by the company behind the Claude AI model — found that construction has just 16.9% theoretical AI coverage. In practice, observed AI usage in trades is near zero.
Why? Because a tradie's job changes every single day. No two sites are the same. A plumber diagnosing a leak in a 1970s Queenslander is solving a completely different problem from one roughing in pipes for a new build in Ipswich. An electrician rewiring a heritage shopfront in Fremantle deals with constraints that no AI model has been trained on.
The JSA GenAI Capacity Study found that AI can perform just 29% of the skills required in a driving occupation at a "good" or "excellent" level. For trades requiring physical manipulation, spatial reasoning, and real-time problem-solving in unpredictable environments, the figure is even lower.
Academic research published in PNAS Nexus confirms the pattern: occupations requiring physical and psychomotor abilities sit at the lowest end of AI exposure, and the gap between theoretical capability and actual adoption provides what researchers call "structural protection" — these aren't jobs that are temporarily safe. The fundamental nature of the work resists automation.
The demand picture: shortage on top of shortage
Even without the AI angle, trades in Australia face a workforce crisis that makes them among the most in-demand careers in the country.
Infrastructure Australia's 2025 Market Capacity Report forecasts a shortfall of 300,000 workers by mid-2027, with trades workers and labourers accounting for 126,000 of that gap. The public infrastructure pipeline alone sits at $242 billion, up 14% year-on-year, spanning transport, energy, water, and social infrastructure.
Then there's housing. The National Housing Accord set a target of 1.2 million new homes by July 2029. Current projections say we'll fall 166,000 homes short — and the main bottleneck isn't materials or approvals. It's workers. Housing Minister Clare O'Neil has said the residential construction sector needs 90,000 more workers. The Housing Industry Association estimates an 83,300 tradie shortfall nationally.
And on top of all that, there's the clean energy transition. The Clean Energy Council says Australia needs 85,000 additional workers by 2030 to meet its 82% renewable generation target — and more than half of those roles are in national shortage occupations. Per Capita research estimates we need 32,000 extra electricians by 2030 just for clean energy. Jobs and Skills Australia projects that figure could reach 100,000 electricians by 2050.
Jobs and Skills Australia data shows that 51% of all persistent job shortages in Australia are in the Technicians and Trades Workers group. The fill rate for trade-level roles has dropped to 54.3% — meaning employers fill barely half their vacancies. Bricklaying, ceramic tiling, roofing, carpentry, and plastering are among the most acute shortages.
These shortages aren't temporary. Industry analysis from TRS Resourcing argues they're structural — driven by an ageing workforce, 3-4 year training timelines, and geographic constraints that persist regardless of economic cycles.
The pipeline problem
The supply side is trying to catch up, but the numbers still don't add up. NCVER data shows trade apprenticeship completions hit 51,000 in the year to March 2025, up 9%. Construction trade completions jumped 19.9% and electrotechnology rose 24.2%.
Free TAFE has supported over 725,000 enrolments in three years, and the federal government is offering $5,000 incentive payments per apprenticeship in priority occupations from January 2026.
But with 40%+ of apprentices dropping out before completion and demand growing across housing, infrastructure, and renewables simultaneously, the gap isn't closing fast enough. There are currently around 300,000 Australians in apprenticeship or traineeship training — a strong pipeline, but one that needs years to produce qualified tradespeople.
What this means for careers
The contrast between trades and white-collar desk jobs has never been starker. While tech companies cite AI as the reason for thousands of redundancies, electricians are earning $85,000–$110,000 with employers competing to hire them. Plumbers and carpenters are in similar positions, with 1 in 10 tradies earning over $200,000 through their own businesses or specialist work.
Employment growth tells the same story. Electricians are growing at 6.7% over five years, carpenters at 6.4%, and plumbers at 5.2%. Meanwhile, keyboard operators are declining at -6.0% and secretaries at -7.5%.
None of this means trades are easy or that everyone should become a sparkie. Apprenticeships are demanding. The work is physical. Weather, travel, and early starts come with the territory. But for anyone weighing up career options — whether you're finishing school, considering a change, or advising your kids — the data points in one direction.
In an economy where AI is reshaping white-collar work at speed, the most in-demand, best-protected, and fastest-growing careers are the ones that require a human being to show up, assess the situation, and build something with their hands.
Wondering where your own job sits? Check your occupation's AI risk score or browse the full rankings to see how your role compares.