Boilermakers

AI Overlap Index
28.1 / 100
Insulated

Embodied skill, frontline presence, or deep institutional judgment. Most insulated.

SOC 47-2011 · Construction And Extraction

Bureau of Labor Statistics
Median pay
$73,340/yr
Hourly
$35/hr
Jobs 2024
10,400
Projected 2034
10,100
10-yr outlook
-2% · Decline
Employment change
-200
Entry education
High school diploma or equivalent
SOC code
47-2011

Signal composition

how the 0-100 score is assembled

Task Automation Impact weight 60%
14.7
contribution to AOI: 8.8
Automation Potential weight 10%
20.0
contribution to AOI: 2.0
Market Pressure weight 15%
45.0
contribution to AOI: 6.8
Entry Barrier Erosion weight 15%
70.0
contribution to AOI: 10.5

By seniority

multiplicative adjustment from category curve

Entry
33.2
mult 1.18x
Mid
28.1
mult 1.00x
Senior
23.9
mult 0.85x

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

10 tasks · model: claude-sonnet-4-5-20250929
Important t4

Read blueprints to determine locations, positions, and dimensions of boiler parts

AI vision systems can parse blueprints and extract dimensions, positions, and specifications with high accuracy. However, translating blueprint information to physical workspace layout still requires human judgment about site conditions, though AI can substantially assist with measurement extraction and part identification.

BLS evidence: Boilermakers typically read blueprints to determine locations, positions, and dimensions of boiler parts.

42
automation
Supporting t10

Signal crane operators to lift and position large boiler plates

AI vision systems could potentially identify load positions and generate lift signals, and some automated crane systems exist. However, the safety-critical nature of coordinating heavy lifts near workers, real-time adjustment to load behavior, and communication in noisy industrial environments still require substantial human judgment and presence.

BLS evidence: If the plate sections are very large, boilermakers signal crane operators to lift the plates into place.

35
automation
Important t5

Test and inspect boiler systems for leaks or defects

Testing boilers requires physical access to pressure vessels, operating test equipment in industrial environments, interpreting sensor readings in context of system behavior, and making safety-critical judgments about defects—tasks requiring physical presence and high-stakes human oversight that won't be delegated to AI in this timeframe.

BLS evidence: Boilermakers test and inspect boiler systems for leaks or defects, and inspect systems and their components during regular maintenance.

18
automation
Important t7

Maintain boiler systems by inspecting components and replacing parts as needed

Maintenance requires physical inspection of installed boiler systems, accessing confined spaces, diagnosing wear patterns through visual and tactile assessment, and performing hands-on component replacement in situ—all requiring physical presence and skilled manual work AI+robotics cannot yet perform.

BLS evidence: During regular maintenance, boilermakers inspect systems and their components, and repair and replace parts, as needed.

15
automation
Supporting t9

Clean vats and boilers with scrapers, wire brushes, and cleaning solvents

Cleaning vats and boilers requires entering confined industrial spaces, applying physical force with hand tools, assessing cleanliness through visual and tactile inspection, and handling industrial solvents safely—manual labor in hazardous environments that current robotics cannot safely or effectively perform.

BLS evidence: Boilermakers clean vats with scrapers, wire brushes, and cleaning solvents, and clean boilers and boiler furnaces during maintenance.

14
automation
Important t6

Lay out and align prefabricated boiler parts before assembly

Laying out and aligning heavy prefabricated boiler parts requires manipulating multi-ton components with precision, using specialized rigging equipment, and making micro-adjustments based on fit and alignment—physical tasks in unstructured environments beyond current robotics capabilities.

BLS evidence: Boilermakers lay out prefabricated parts of large boilers before assembling them and align boilerplates using plumb bobs, levels, wedges, and turnbuckles.

12
automation
Core t3

Repair and replace broken valves, pipes, and joints using tools and welding equipment

Repairing broken valves and pipes requires accessing confined spaces, diagnosing failures through tactile feedback, performing precision welding on installed systems, and adapting techniques to corrosion or damage patterns—skills that demand physical presence and fine motor control AI+robotics cannot yet replicate.

BLS evidence: Boilermakers replace or repair broken valves, pipes, or joints, using hand and power tools, gas torches, and welding equipment.

10
automation
Core t1

Assemble boiler tanks and large vessels using welding and metalworking equipment

Assembling boiler tanks requires precise welding in physically demanding environments with heavy materials, fine motor control for welding quality, and real-time adaptation to material variations that current robotics cannot reliably handle in typical industrial settings.

BLS evidence: Boilermakers assemble boilers manually, often using robotic or automatic welders, and join plates and parts by bolting, welding, and riveting them together.

8
automation
Important t8

Install refractory brick and heat-resistant materials in fireboxes and pressure vessels

Installing refractory brick requires working inside pressure vessels and fireboxes, applying mortar with precise technique for thermal performance, cutting and fitting bricks to irregular surfaces, and ensuring proper curing—highly skilled manual work in confined spaces that robotics cannot navigate or execute reliably.

BLS evidence: Boilermakers install refractory brick and other heat-resistant materials in fireboxes or pressure vessels.

7
automation
Core t2

Install boilers and pressure vessels in buildings and facilities

Installing boilers involves maneuvering multi-ton equipment in unpredictable building environments, working at heights, making structural connections, and coordinating with building systems—all requiring physical presence, spatial reasoning in novel environments, and dexterity beyond current AI+robotics capabilities.

BLS evidence: Boilermakers install small, premade boilers in buildings and manufacturing facilities, and align boiler parts during installation.

6
automation

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

Automation Potential
20
karpathy 2/10
  • Karpathy/BLS Digital AI Exposure (0-10 scale rescaled to 0-100)
Market Pressure
45
outlook: Decline
  • BLS projected outlook: Decline (-2%)
  • Indeed demand signal (monthly refresh pending)
Entry Barrier Erosion
70
ed: High school diploma or equivalent
  • BLS typical entry-level education: High school diploma or equivalent
  • Credential trend signal (annual refresh)

Related in Construction And Extraction

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