US dataswitch to UK
Structural Iron and Steel Workers
reading specifications or blueprints to determine the locations, cutting bend or welding steel pieces and erecting metal or precast concrete components. If that's your week, this page is about your job.
The honest answer
AI changes the edges of this job, not the middle: connecting columns, beams and girders with bolts, following blueprints and instructions from supervisors is work software can't reach.
What shifts is reading specifications or blueprints to determine the locations. This page scores what today's tools actually do, not headlines.
Your week, as this page understands it
Raise, place, and unite iron or steel girders, columns, and other structural members to form completed structures or structural frameworks. May erect metal storage tanks and assemble prefabricated metal buildings. The job title says “structural iron” or “steel workers”: officially one job, two names. The real job is the part underneath: connecting columns, beams and girders with bolts, following blueprints and instructions from supervisors. That is the thing someone has to be right about.
The exposed part of this job is specific, and we won’t pretend it is coming back. But structural iron and steel workers is not one task. It is 19 scored ones, and they are nowhere near equally exposed. The most durable of them, on this evidence, is connecting columns, beams and girders with bolts, following blueprints and instructions from supervisors, and the ledger below shows exactly why.
Where the work sits, by task weight
- shifting to AI
- 0%
- changing shape
- 7%
- staying human
- 93%
These bars are tasks changing hands, not people being counted out. The ledger below shows which.
Whole-job exposure score 3 out of 100 (2–7 allowing for uncertainty): minimal exposure, across 19 scored tasks. The number is the support for the sentence above it, not a headline about anyone’s future.
How we know this
What is measured: Every published task statement for structural iron and steel workers is rated on five dimensions: can a model produce the output, does the work need a body in a room, does it need a legally accountable person, does it depend on a person being trusted in the moment, and how much data exists. A published formula turns those five ratings into the score; the model never writes the number.
How the bar is built: Each task’s share of the bar is its published importance weight, so a task you do all day counts for more than one you do twice a year.
Release: 2026-q4.1, scores computed 2026-08-05. Read the full method.
Your job, task by task
These are the official task statements for this occupation, in plain English, sorted by what the evidence says is happening to each one. The official wording sits under every line so you can check the rewrite against it.
- 5 of this occupation's scored task statements carry a score that was measured under a different occupation's context, because the statement is shared between jobs and has only been scored once so far. Each one names the occupation it was measured under in the free routes below; none is presented as a measurement for this job.
- Task clusters are not derived in this release, so the task-cluster field is empty and no Collab365 Space routing is attached to this occupation yet.
Shifting to AI
0 tasksTasks today’s tools can already do most of. This is the part we will not soften: where these rows are the bulk of your week, the week changes.
Nothing in this job’s scored task list landed in this group. That is the measurement, not an editorial choice, and it is worth knowing either way.
Changing shape
1 taskTasks where the machine takes the producing and a person keeps the checking, the deciding, or the answering-for-it. For most jobs this is the biggest group, and it is where "transformation, not termination" is literally visible.
Reading specifications or blueprints to determine the locations
The software now makes the first pass at specifications, but the deciding part still needs a person. So the job becomes checking and deciding rather than producing.
importance 5 · CoreSource: “Read specifications or blueprints to determine the locations, quantities, or sizes of materials required.” (O*NET task statement)
How this row was scored
Exposure score: 43 out of 100 (36–50 allowing for uncertainty): partial exposure, medium confidence.
Why it sits in this group: the same decision, made over and over; mistakes that are cheap to catch.
The rating behind it: Reading drawings to work out material sizes and quantities is information work, though it happens alongside the job itself.
The five ratings: output a model can produce 2/4 · needs a body in a room 1/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 3/4.
Staying human
18 tasksTasks that stay with a person, because they happen in the physical world, because the rules need someone accountable, or because the value is that a specific person does them.
Connecting columns, beams and girders with bolts, following blueprints and instructions from supervisors
This work happens in the physical world: columns, beams and girders, in a real place. Software cannot follow it there.
importance 4 · CoreSource: “Connect columns, beams, and girders with bolts, following blueprints and instructions from supervisors.” (O*NET task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Bolting beams and columns together is hands-on work carried out on the structure, usually at height.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 1/4.
Bolting aligned structural steel members in position for permanent riveting
This work happens in the physical world: aligned structural steel members, in a real place. Software cannot follow it there.
importance 4 · CoreSource: “Bolt aligned structural steel members in position for permanent riveting, bolting, or welding into place.” (O*NET task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Holding steel members in position and bolting them is physical work done on the frame itself.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 1/4.
Hoisting steel beams, girders or columns into place
This work happens in the physical world: steel beams, girders or columns, in a real place. Software cannot follow it there.
importance 4 · CoreSource: “Hoist steel beams, girders, or columns into place, using cranes or signaling hoisting equipment operators to lift and position structural steel members.” (O*NET task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Lifting and landing steel beams needs people on site working with the crane operator.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 1/4.
Verifying vertical and horizontal alignment of structural steel members
This work happens in the physical world: vertical, in a real place. Software cannot follow it there.
importance 4 · CoreSource: “Verify vertical and horizontal alignment of structural steel members, using plumb bobs, laser equipment, transits, or levels.” (O*NET task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Checking alignment means holding levels, lasers or plumb bobs against the steel that is actually in place.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Fastening structural steel members to hoist cables
This work happens in the physical world: structural steel members, in a real place. Software cannot follow it there.
importance 4 · CoreSource: “Fasten structural steel members to hoist cables, using chains, cables, or rope.” (O*NET task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Attaching steel members to hoist cables is done by hand at the lifting point.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 1/4.
Cutting bend or welding steel pieces, using metal shears, torches or welding equipment
This work happens in the physical world: bend, in a real place. Software cannot follow it there.
importance 4 · CoreSource: “Cut, bend, or weld steel pieces, using metal shears, torches, or welding equipment.” (O*NET task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Cutting, bending and welding steel is hands-on work with tools, heat and heavy material.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 1/4.
Pulling push or pry structural steel members into approximate positions for bolting into place
This work happens in the physical world: push, in a real place. Software cannot follow it there.
importance 4 · CoreSource: “Pull, push, or pry structural steel members into approximate positions for bolting into place.” (O*NET task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Pushing and prying steel into position is muscle work on the frame itself.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 1/4.
Forcing structural steel members into final positions
This work happens in the physical world: structural steel members, in a real place. Software cannot follow it there.
importance 4 · CoreSource: “Force structural steel members into final positions, using turnbuckles, crowbars, jacks, or hand tools.” (O*NET task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Forcing steel members into their final position takes physical force applied with bars, jacks and hand tools.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 1/4.
Assembling hoisting equipment or rigging
This work happens in the physical world: equipment, in a real place. Software cannot follow it there.
importance 4 · CoreSource: “Assemble hoisting equipment or rigging, such as cables, pulleys, or hooks, to move heavy equipment or materials.” (O*NET task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Rigging cables, pulleys and hooks is physical assembly work at the lift.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 1/4.
Show the other 9 tasks
Riding on girders or other structural steel members to position them
staying humanThis work happens in the physical world: girders, in a real place. Software cannot follow it there.
importance 4 · SupplementalSource: “Ride on girders or other structural steel members to position them, or use rope to guide them into position.” (O*NET task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Riding or guiding a suspended steel member into place is about as physical as work gets.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 1/4.
Fabricating metal parts, such as steel frames, columns, beams or girders
staying humanThis work happens in the physical world: metal parts, in a real place. Software cannot follow it there.
importance 4 · CoreSource: “Fabricate metal parts, such as steel frames, columns, beams, or girders, according to blueprints or instructions from supervisors.” (O*NET task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Fabricating frames, columns and beams means cutting and joining metal in a shop or on site.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 2/4.
Erecting metal or precast concrete components
staying humanThis work happens in the physical world: metal, in a real place. Software cannot follow it there.
importance 4 · CoreSource: “Erect metal or precast concrete components for structures, such as buildings, bridges, dams, towers, storage tanks, fences, or highway guard rails.” (O*NET task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Erecting the parts of a building, bridge or tower is physical construction work on site.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 1/4.
Unloading and positioning prefabricated steel units
staying humanThis work happens in the physical world: prefabricated steel units, in a real place. Software cannot follow it there.
importance 4 · CoreSource: “Unload and position prefabricated steel units for hoisting, as needed.” (O*NET task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Unloading and positioning prefabricated steel units means moving heavy material by hand and machine.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 1/4.
Driving drift pins through rivet holes to align rivet holes in structural steel members with corresponding holes in previously placed members
staying humanThis work happens in the physical world: drift pins, in a real place. Software cannot follow it there.
importance 4 · CoreSource: “Drive drift pins through rivet holes to align rivet holes in structural steel members with corresponding holes in previously placed members.” (O*NET task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Driving pins through rivet holes to line members up is done by hand on the steel.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 1/4.
Dismantling structures or equipment
staying humanThis work happens in the physical world: structures, in a real place. Software cannot follow it there.
importance 3 · CoreSource: “Dismantle structures or equipment.” (O*NET task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Taking structures or equipment apart is physical work with tools on the thing itself.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 1/4.
Inserting sealing strips, wiring, insulating material, ladders, flanges, gauges or valves
staying humanThis work happens in the physical world: strips, wiring, insulating material, ladders, flanges, in a real place. Software cannot follow it there.
importance 3 · SupplementalSource: “Insert sealing strips, wiring, insulating material, ladders, flanges, gauges, or valves, depending on types of structures being assembled.” (O*NET task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Fitting strips, wiring, gauges and valves into a structure is hands-on assembly work.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 1/4.
Placing blocks under reinforcing bars used to reinforce floors
staying humanThis work happens in the physical world: blocks under reinforcing bars, in a real place. Software cannot follow it there.
importance 3 · SupplementalSource: “Place blocks under reinforcing bars used to reinforce floors.” (O*NET task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Placing blocks under reinforcing bars is done by hand on the floor being built.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 1/4.
Holding rivets while riveters use air hammers to form heads on rivets
staying humanThis work happens in the physical world: rivets while riveters use air hammers, in a real place. Software cannot follow it there.
importance 3 · SupplementalSource: “Hold rivets while riveters use air hammers to form heads on rivets.” (O*NET task statement)
How this row was scored
Exposure score: 0 out of 100 (0–4 allowing for uncertainty): minimal exposure, high confidence.
Why it sits in this group: work that happens in the physical world.
The rating behind it: Holding rivets against an air hammer is physical work with no screen-based version.
The five ratings: output a model can produce 0/4 · needs a body in a room 4/4 · needs an accountable person 0/4 · needs to be trusted in the moment 0/4 · how much data exists 0/4.
What this job pays, and how many people do it
- Median pay
- $62,780a year, the middle of the range, so half earn more and half earn less.bls-oews, 2025 · May 2025 estimates (national_M2025_dl.xlsx)
How we know this
Source: bls-oews
Reference period: May 2025 estimates (national_M2025_dl.xlsx)
Rounding: Shown as published.
- People doing this job
- 68,380in the US, 2025.bls-oews · May 2025 estimates (national_M2025_dl.xlsx)
What is deliberately not here: a forecast of how many of these jobs exist in ten years. Where an official projection exists for a market we publish it with its vintage; where it does not, we leave the space empty rather than borrow the other country’s number.
Why this is shifting
The reason is boringly specific. Most of what is shifting here is the same call made over and over on specifications, where the right answer is already known. The rows above are exactly that shape: reading specifications or blueprints to determine the locations. What it cannot do is be there in the room, and that is still where columns, beams and girders get done. Which is why this page talks about your tasks changing, not your job ending.
Your move
Over a pint: what I’d tell you if you were my friend
Start with what does not change: connecting columns, beams and girders with bolts, following blueprints and instructions from supervisors is the middle of this job, and the evidence on this page says it stays with a person.
So, given all that: 0% of this job's task weight sits in rows the software is already learning, 7% in rows that change shape rather than disappear, and 93% in rows it is nowhere near. That is the position, measured across 19 scored tasks. It is not a forecast about you.
So the thing worth your attention is not the job going away. It is the layer around it. Reading specifications or blueprints to determine the locations is the part turning into software, and being the person who understands that layer is worth money.
This week: one thing
Ask the one question. Find whoever is bringing new software into your workplace (the manager, the office, whoever runs the system) and ask them what it is meant to do to specifications, and what it is not meant to touch. Ten minutes, this week, before anyone decides it for you.
- What you end up holding
- a straight answer about what is actually being rolled out, and when
- How long it takes
- ten minutes
If there’s nobody obvious to ask, or you’d rather not ask your manager: Put the same question to your union rep, your shift lead or the person who has been there longest, in person, over a break. Same ten minutes, same answer, and you will usually get a straighter one. Write down what they say. The note is the artifact, and it tells you whether columns, beams and girders are in scope or not. Nothing to log into, no license needed.
Over the next 90 days
Get inside the tool rollout rather than waiting for it. Over the next ninety days, ask to be in the group that tests, checks or signs off whatever new system arrives near reading specifications or blueprints to determine the locations. It is usually an unglamorous seat that nobody fights for, and it is the one that decides how the software is used on your job rather than to it.
Over the next 12 months
On this evidence I would not retrain out of this job, and I will say that plainly rather than hedge it. The task list here is dominated by work that stays with a person. What I would do with a year is get formally recognised for the layer around it (the systems, the compliance, the planning), so you are the one who understands the software instead of the one it is done to. Before you pay for anything, use CareerOneStop - Find local training. It is free, it is the Labor Department's own service, and it is listed below with the rest of the free routes.
The roads out of here, and why I am not sending you down them
I looked at the obvious moves out of this job, and here is what I found.
I checked the 12 nearest US occupations to structural iron and steel workers (nearest by the work that AI is not taking, not by job title), and none of them survived. The closest was millwrights: only about 8% of its durable work is work you already do. And on the numbers you do not need one. This job scores 3/100 here, with only 0% of the task list in the top band, and “connect columns, beams, and girders with bolts, following blueprints and instructions from…” is not work that hands over cleanly. None of them beats deepening what you already have.
How that was checked: this job was compared against all 830 US occupations in this release on their official task statements, and the 12 nearest were examined one by one. A move that turns on an industry, an employer or a qualification rather than on the work itself will not show up in a check like that. And this release carries no licence register, so anything you are weighing needs that looked up separately.
3 moves I checked and rejected
These are the obvious-looking jumps. They are here with their reasons rather than quietly dropped, because the ones that fail are worth knowing about. It is one less thing to turn over at night.
Millwrights
Why it looked obvious: It came up as a near neighbour on the work AI is not taking: you already verify vertical and horizontal alignment of structural steel members, using plumb bobs, laser…, and their equivalent is to align machines or equipment, using hoists, jacks, hand tools, squares, rules, micrometers, lasers…. Across both published task lists that is about 8% of the durable work in that job.
Why I am not recommending it: Almost none of it is work you already do: about 8% of the durable side of that job. That is a different job, not a next step.
Reinforcing Iron and Rebar Workers
Why it looked obvious: It came up as a near neighbour on the work AI is not taking: you already cut, bend, or weld steel pieces, using metal shears, torches, or welding equipment, and their equivalent is to bend steel rods with hand tools or rod-bending machines and weld them with…. Across both published task lists that is about 7% of the durable work in that job.
Why I am not recommending it: Almost none of it is work you already do: about 7% of the durable side of that job. That is a different job, not a next step. And it is a narrow door: about 13,800 of those jobs against 68,380 of yours (OEWS May 2025), 20% as many seats.
Structural Metal Fabricators and Fitters
Why it looked obvious: It came up as a near neighbour on the work AI is not taking: you already hoist steel beams, girders, or columns into place, using cranes or signaling hoisting…, and their equivalent is to move parts into position, manually or with hoists or cranes. Across both published task lists that is about 5% of the durable work in that job.
Why I am not recommending it: Almost none of it is work you already do: about 5% of the durable side of that job. That is a different job, not a next step. It is a pay cut, in those words: $51,330 against your $62,780, 18.2% less (OEWS May 2025 (both)). Retraining to earn less is a decision, not advice.
What I’d stop worrying about
A friend tells you what not to spend fear on. This is that list.
The headline number you read somewhere
The big “X% of jobs” figures are about the whole economy, not about you. The number that describes your job is on this page: 0% of its task weight, across 19 scored tasks. Every row behind it is printed above with the source. Check ours; ignore theirs.
The headlines about your trade disappearing
They are usually about the technology, not the timetable. Changes to work like connecting columns, beams and girders with bolts, following blueprints and instructions from supervisors arrive through rules, insurance and money, slowly and visibly. This page tracks the task evidence and will move when it moves.
Retraining out of a job that is holding up
On this evidence I would not spend money leaving. Spend it on the layer around the job instead: the tools, the paperwork, the planning. That is where the change actually is.
The “obvious” next job everyone suggests
I checked the obvious moves and most of them did not survive. The reasons are printed with the routes above, including the pay and the gate. A move that fails on the numbers is worth knowing about so you can stop turning it over at night.
You are reading the United States figures
The United Kingdom splits this work across more than one official group, of which Steel erectors is the closest. The pay and employment figures are not directly comparable, and we do not average them together.
Switch to the United Kingdom page →partial match
In UK official statistics this job is counted as Steel erectors. Pay and employment stay on this page’s own group; the task list and the scores do not cross over.
Your route through this
Where to go next, and what it costs
Free, and complete
The moves above cost nothing. These are the real services that go with them: public, government-funded, and free at the point of use. Nothing on this page is behind an email address or a payment.
Anywhere in the US:
CareerOneStop - Find local training
Search what's running near you, from the Labor Department's own database, before anyone sells you a course.
Free to search; individual programs vary, and some are funded
Anywhere in the US:
An American Job Center will sit down with you for free. Find yours by ZIP code.
Free
Anywhere in the US:
CareerOneStop - Licensed occupations finder
Check what your state actually requires before you pay for anything.
Free
Anywhere in the US:
Free
Why there is no community here
Collab365, who build this site, run paid Spaces for a small number of subjects, and none of them is built for this job. We are not going to point you at the nearest one and call it a fit.
So the free services listed on this page are the whole answer, and it is the same answer we would give a friend.
Noted, and thank you. We’ll email you if a Space for structural iron / steel workers launches. Nothing else.
That did not look like an email address, so nothing was saved. Have another go below.
We could not save that. The fault is ours, not yours, and your address was not stored. Please try again later.
No deadline on any of this. The page will still be here, and the data is refreshed on a published schedule rather than when someone wants a headline.
Questions people ask about this job
- Will AI replace Structural Iron and Steel Workers?
- Not as a job, but it is already doing parts of the work. Across the 19 official task statements scored for Structural Iron and Steel Workers (United States, SOC 47-2221), 0% of the importance-weighted core work is made of tasks today's AI could already do most of. The overall exposure score is 3 out of 100 (range 2–7, band: minimal). That is a statement about tasks, not about headcount: this measures what AI could do, not whether any employer adopts it, whether the law allows it, or whether doing the routine parts faster creates more demand for the human parts. Figures are from release 2026-q4.1.
- Which tasks in “Structural Iron and Steel Workers” can AI already do?
- The highest-scoring tasks in release 2026-q4.1 are: “Read specifications or blueprints to determine the locations, quantities, or sizes of materials required” (43/100, partial); “Verify vertical and horizontal alignment of structural steel members, using plumb bobs, laser equipment, transits, or levels” (0/100, minimal); “Connect columns, beams, and girders with bolts, following blueprints and instructions from supervisors” (0/100, minimal). Each score comes from five published 0–4 ratings turned into a number by a published formula, and each carries the model's one-sentence reason on the page.
- Which tasks in “Structural Iron and Steel Workers” stay human?
- About 93% of this job's task weight sits in work that scores low for AI exposure. The lowest-scoring tasks in release 2026-q4.1 are: “Hoist steel beams, girders, or columns into place, using cranes or signaling hoisting equipment operators to lift and position structural steel members” (0/100, minimal); “Hold rivets while riveters use air hammers to form heads on rivets” (0/100, minimal); “Place blocks under reinforcing bars used to reinforce floors” (0/100, minimal). Low scores usually mean the task needs a body in a room, a legally accountable human, or trust built in real time. Those are the three things the scoring rubric treats as gates rather than obstacles.
- What should someone working in “Structural Iron and Steel Workers” do about AI?
- Start from the ledger rather than the headline: 0% of this job's weighted core work is exposed, and roughly 93% is not. The practical move is to spend more of your week on the tasks that score low, the ones above, and to get fluent at directing AI through the tasks that score high, because those are the parts that change whether or not you are ready for them. This page does not predict your job, and nothing here is career advice tailored to you: the score describes the occupation, not the person.
- How is the AI exposure score for Structural Iron and Steel Workers calculated?
- Each official task statement for the occupation is rated on five published 0–4 dimensions (output replicability, physical embodiment, licensed accountability, real-time human trust, and data availability) by claude-opus-5 using scoring prompt task_scoring_v1.0. The model never writes the score; a published formula turns the five ratings into a 0–100 number, so every score can be recomputed by hand. The occupation figure is the importance-weighted mean across 19 scored tasks. The prompt, the rubric, the formula and the full dataset are published at https://futureproof.collab365.com/method and https://futureproof.collab365.com/data/2026-q4.1 under CC BY 4.0.
Where these numbers come from
Worth knowing about these figures
- The match between this job and its counterpart in the other country is partial, so the two pages count slightly different groups of people.
- 5 of this occupation's scored task statements carry a score that was measured under a different occupation's context, because the statement is shared between jobs and has only been scored once so far. Each one names the occupation it was measured under in the free routes below; none is presented as a measurement for this job.
- Task clusters are not derived in this release, so the task-cluster field is empty and no Collab365 Space routing is attached to this occupation yet.
- Task statements
- onet-dbProcessing: catalogue-bridge → onet-im-rt-weighting → task-scoring → score-aggregation
- Task weights
- onet-db (im-rt)
- Scores
- Rubric task_scoring_v1.0, model claude-opus-5, computed 2026-08-05.
- Pay and employment
- bls-oews (May 2025 estimates (national_M2025_dl.xlsx))bls-oews (May 2025 estimates (national_M2025_dl.xlsx))
Figures on this page come from release 2026-q4.1, published 2026-08-05. Every release keeps its own permanent address, so a figure you cite in March is still there, unchanged, in November.
The plain-English wording on this page is assembled directly from the task statements and the published ratings, not written by hand for this occupation. That is why it is specific, and it is also why we say so.
The routes and free resources further up are today’s, not the release’s (last reviewed 2026-08-05). A route is an offer, not a historical fact, so it moves on its own clock.
Using these figures?
Cite this
Everything on this site is published under CC BY 4.0. Quote it, chart it, sell something built on it. Just say where it came from, and cite the dated release rather than the site, so the figure you quote stays checkable.
Plain text
Collab365 (2026). Collab365 Futureproof: task-level AI exposure for US and UK occupations, release 2026-q4.1 (methodVersion 2.0.0, promptVersion task_scoring_v1.0). https://futureproof.collab365.com/data/2026-q4.1. Licensed CC BY 4.0. Built with O*NET data (USDOL/ETA, CC BY 4.0); ONS data (Open Government Licence v3.0); GAISI task framework (arXiv:2507.22748, MIT); BLS data (public domain).
BibTeX
@misc{collab365futureproof2026q41,
title = {Collab365 Futureproof: task-level AI exposure for US and UK occupations, release 2026-q4.1},
author = {{Collab365}},
year = {2026},
url = {https://futureproof.collab365.com/data/2026-q4.1},
note = {Release 2026-q4.1, methodVersion 2.0.0, promptVersion task_scoring_v1.0, CC BY 4.0}
}Data as of release 2026-q4.1, published . Releases never change after publication; when the figures move, a new dated release is published beside this one and this one stays exactly where it is.
