BETA

Updated: Feb 6

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BETA

Updated: Feb 6

Stable

Last Update: 11/21/2025

Your role’s AI Resilience Score is

76.4%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium-high

What does this resilience result mean?

These roles are expected to remain steady over time, with AI supporting rather than replacing the core work.

AI Resilience Report for

Structural Iron and Steel Workers

They build and install metal frameworks for buildings and bridges, making sure structures are strong and safe.

Summary

This career is labeled as "Stable" because much of the work, like hoisting steel beams and ensuring precise alignments, still relies heavily on human skills and judgment. While AI and smart tools can assist with tasks like site surveys or error warnings, they aren't advanced enough to replace the hands-on work that ironworkers do.

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Summary

This career is labeled as "Stable" because much of the work, like hoisting steel beams and ensuring precise alignments, still relies heavily on human skills and judgment. While AI and smart tools can assist with tasks like site surveys or error warnings, they aren't advanced enough to replace the hands-on work that ironworkers do.

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Contributing Sources

AI Resilience

All scores are converted into percentiles showing where this career ranks among U.S. careers. For models that measure impact or risk, we flip the percentile (subtract it from 100) to derive resilience.

CareerVillage.org's AI Resilience Analysis

AI Task Resilience

Learn about this score
Stable iconStable

94.5%

94.5%

Microsoft's Working with AI

AI Applicability

Learn about this score
Stable iconStable

95.6%

95.6%

Will Robots Take My Job

Automation Resilience

Learn about this score
Stable iconStable

71.7%

71.7%

Medium Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

Learn about this score

Growth Rate (2024-34):

4.4%

Growth Percentile:

67.5%

Annual Openings:

5.5

Annual Openings Pct:

41.5%

Analysis of Current AI Resilience

Structural Iron/Steel Wkr

Updated Quarterly • Last Update: 11/22/2025

Analysis
Suggested Actions
State of Automation

State of Automation & Augmentation

Structural ironworkers still do most of their work by hand. For example, the U.S. O*NET database lists tasks like “Hoist steel beams… using cranes” and checking the alignment of girders using lasers and levels [1], plus manually inserting drift pins to line up holes [1]. In practice, these jobs are done with heavy cranes and hand tools.

Reviews of construction robotics note that large machines (like tower cranes) are indispensable – but they are costly and still need skilled operators for safety and flexibility [2] [3]. In other words, there isn’t a robot you can just set loose to bolt together a steel frame yet.

A few smart tools do help workers. For instance, drones can fly around a site to survey work or inspect safety [2], and experimental AR glasses can overlay building plans on steel members. (In fact, AISC research is building an AR app to show fabricators which cuts or holes to make on each steel piece [4].) However, these technologies mainly augment the crew – they warn of errors or speed up checks – rather than replace the crew. So far we find no off-the-shelf AI or robot that autonomously unloads beams, lines up the holes, or bolts up the frame on a real construction site.

Most tasks still rely on the flexibility and judgement of the human workers.

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AI Adoption

AI Adoption

Overall, AI and robots are moving into construction slowly. One industry report notes that AI “is unlikely to drive huge productivity leaps” in building cranes or steelwork because so much of the work is hands-on [3]. AI shines at office or data tasks (like design, scheduling or safety checks), but it cannot lift beams or work in tight, changing spaces.

Studies find that only a small share of jobs are fully automatable [5], meaning most careers – including steelwork – will mix human and machine tasks.

Cost and safety are big factors, too. High-tech cranes or lifting robots are very expensive, so only large firms or demo projects can try them. In many regions construction crews are plentiful and relatively low-cost, so there’s less pressure to overhaul the whole process.

On the other hand, ironworkers often face labor shortages and hard physical labor, so some companies experiment with tech (like exoskeletons or smart tools) to help, not replace, people.

In short, while the field will see more computer-aided planning and smarter tools, core ironworking skills remain valuable. Tasks needing judgment, teamwork and adaptability – like solving on-site problems or handling tricky alignments – are hard to code into an AI. So hopeful news for students: learning to use new tech (for example understanding digital plans or robotic aids) is useful, but your strength and experience on the job will stay in demand [3] [5].

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More Career Info

Career: Structural Iron and Steel Workers

Employment & Wage Data

Median Wage

$62,700

Jobs (2024)

65,700

Growth (2024-34)

+4.4%

Annual Openings

5,500

Education

High school diploma or equivalent

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

65% ResilienceCore Task

Connect columns, beams, and girders with bolts, following blueprints and instructions from supervisors.

2

65% ResilienceCore Task

Bolt aligned structural steel members in position for permanent riveting, bolting, or welding into place.

3

65% ResilienceCore Task

Fabricate metal parts, such as steel frames, columns, beams, or girders, according to blueprints or instructions from supervisors.

4

65% ResilienceCore Task

Pull, push, or pry structural steel members into approximate positions for bolting into place.

5

65% ResilienceCore Task

Cut, bend, or weld steel pieces, using metal shears, torches, or welding equipment.

6

65% ResilienceCore Task

Fasten structural steel members to hoist cables, using chains, cables, or rope.

7

65% ResilienceCore Task

Assemble hoisting equipment or rigging, such as cables, pulleys, or hooks, to move heavy equipment or materials.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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