Ironworkers
Embodied skill, frontline presence, or deep institutional judgment. Most insulated.
SOC · Construction And Extraction
Signal composition
how the 0-100 score is assembled
By seniority
multiplicative adjustment from category curve
Entry-level roles carry the brunt because they concentrate the most automatable subset of tasks. Senior work is insulated by judgment, relationships, and accountability.
Task-level analysis
scored 0-100 for current-generation AI feasibility, weighted by BLS-stated importance
Signal crane operators to lift and position structural materials
AI-assisted communication systems and computer vision could help coordinate crane operations and material positioning, but the safety-critical nature and need for real-time human judgment in dynamic construction environments means humans remain essential, though AI can augment signaling efficiency.
BLS evidence: Ironworkers signal crane operators who lift and position structural and reinforcing iron and steel.
Read and follow blueprints, sketches, and construction instructions
AI can interpret blueprints and extract specifications with high accuracy, but translating these into physical construction actions in dynamic job sites still requires human judgment to reconcile drawings with on-site conditions and coordinate with other trades.
BLS evidence: Ironworkers typically read and follow blueprints, sketches, and other instructions.
Unload and stack prefabricated iron and steel for lifting
While warehouse robotics can handle some material movement, unloading and stacking heavy structural steel on active construction sites with varying terrain, weather, and spatial constraints requires physical capabilities and environmental adaptability that exceed current autonomous systems, though AI can assist with logistics planning.
BLS evidence: Ironworkers unload and stack prefabricated iron and steel so that it can be lifted with slings.
Cut, bend, and weld iron and steel using torches, welding equipment, and machines
Cutting, bending, and welding require skilled physical manipulation in variable positions and environments, with real-time quality assessment through visual and tactile feedback that current robotic systems cannot match in non-factory construction settings.
BLS evidence: Ironworkers use shears, rod-bending machines, torches, handtools, and welding equipment to cut, bend, and weld the structural and reinforcing iron and steel.
Align structural and reinforcing iron and steel using plumb bobs, lasers, and levels
Involves physical manipulation of heavy structural elements in three-dimensional space with precision measurement tools, requiring real-time adjustments based on tactile feedback and environmental factors that AI-controlled robotics cannot yet handle reliably on construction sites.
BLS evidence: Ironworkers align structural and reinforcing iron and steel vertically and horizontally, using tag lines, plumb bobs, lasers, and levels.
Position and secure steel bars or mesh in concrete forms for reinforcement
Demands physical dexterity to position and secure rebar in three-dimensional concrete forms on active job sites, requiring adaptation to varying form geometries and environmental conditions beyond current robotic capabilities.
BLS evidence: Reinforcing iron and rebar workers position and secure steel bars or mesh in concrete forms for purposes of reinforcement.
Install metal decking and precast walls in building construction
Installing metal decking and precast walls requires physical strength, precise positioning at height, and adaptation to site-specific conditions and obstacles that current robotics cannot navigate in active construction environments.
BLS evidence: Ironworkers install metal decking used in building construction and some ironworkers install precast walls.
Connect iron and steel components with bolts, wire, or welds
Connecting components at height on active construction sites requires precise physical coordination, strength, and real-time problem-solving to align parts under varying conditions—capabilities well beyond current AI-robotics integration.
BLS evidence: Ironworkers connect iron and steel with bolts, wire, or welds.
Erect and join steel girders, columns, and structural frameworks
Requires precise physical manipulation of heavy materials at height in unpredictable outdoor environments, real-time spatial reasoning, and fine motor control that current robotics cannot reliably achieve in active construction sites.
BLS evidence: Structural iron and steel workers erect, place, and join steel girders, columns, and other pieces to form structural frameworks.
Task heatmap
automation score by task, sorted by weighted contribution
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External signals and sources
category-level priors and BLS fields that feed the four non-task signals
- Karpathy/BLS Digital AI Exposure (0-10 scale rescaled to 0-100)
- BLS projected outlook: As fast as average (4%)
- Indeed demand signal (monthly refresh pending)
- BLS typical entry-level education: High school diploma or equivalent
- Credential trend signal (annual refresh)
Related in Construction And Extraction
closest AOI neighbors in the same category