Mostly Resilient
Last Update: 6/19/2026
AI Resilience Score for Boilermakers:
55.6%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
High
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Low
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
High
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Limited data sources are available, or existing sources show notable disagreement on the outlook for this occupation.
Contributing sources
AI Resilience Report forBoilermakers
$73,340 median salary•800 annual openings•SOC Code: 47-2011.00
Boilermakers are somewhat more resilient to AI impacts than most occupations, according to our analysis of 5 sources.
Boilermaking earns a "Mostly Resilient" label because the heart of the job, fitting, repairing, and assembling pressure vessels in tight, dangerous, real-world spaces, is genuinely hard for robots and AI to handle. While AI is stepping in to help with repetitive shop welding and defect detection (think smart cobots and inspection drones), the field work at power plants, refineries, and dams still demands human hands, physical judgment, and the ability to problem-solve in unpredictable conditions.
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Boilermaking earns a "Mostly Resilient" label because the heart of the job, fitting, repairing, and assembling pressure vessels in tight, dangerous, real-world spaces, is genuinely hard for robots and AI to handle. While AI is stepping in to help with repetitive shop welding and defect detection (think smart cobots and inspection drones), the field work at power plants, refineries, and dams still demands human hands, physical judgment, and the ability to problem-solve in unpredictable conditions.
Read full analysisAnalysis of Current AI Resilience
Boilermakers
Updated Quarterly
How is AI changing Boilermakers jobs?
The work of boilermakers is being augmented, not replaced, by AI — especially in the shop, while most field assembly and repair remains hands-on. The U.S. Bureau of Labor Statistics notes that most manufacturers have automated the production of boilers for improved quality, however, boilermakers still assemble and maintain boilers manually, using torches, hand tools, and metalworking machines to fit pieces on site (Occupational Outlook Handbook, updated Aug. 2025 [1]) [1]. In factories, AI is now appearing as a co-pilot for welders.
The American Welding Society's Welding Digest (Feb. 2026) [2] describes AI-powered cobots that use vision cameras to "see" parts, plan seam paths, and auto-tune voltage and travel speed so workers "focus on more of the craft, while the cobot focuses on the more monotonous tasks." For pressure-vessel seams specifically, an SPE Journal of Petroleum Technology feature [3] argues that automation is becoming the key to safe, accurate, on-schedule production when skilled welders are scarce. A February 2026 review in ScienceDirect [4] catalogs how data-driven AI is now used for real-time weld defect diagnosis, and Quality Magazine's 2026 outlook [5] highlights drones and "physical AI" inspecting tanks and stacks. So the inspection, layout, and welding tasks listed in your role are getting smart assistants — but the straightening, fitting, and confined-space repair work still needs human hands and judgment.
Sources
How fast is AI adoption growing for Boilermakers?
Adoption will likely be gradual and uneven, which is good news if you're considering this trade. On the "speed up" side, The Fabricator reports an early-2026 FMA survey showing robust demand for metal-fabrication automation [6], driven by a deep welder shortage — the AWS welding industry outlook [2] points to retirements, infrastructure spending, and reshoring as forces pushing shops to buy robots. Slowing things down: boilermaking is field-based, code-regulated work, and BLS projects employment will decline only 2% from 2024–34 with about 800 openings each year [1] — too small a market to justify custom robotics for every site.
Safety codes administered by ASME and the National Board still require certified human inspectors on pressure equipment, and field jobs at dams, refineries, and power plants happen in cramped, hot, outdoor spaces no robot handles well. Bottom line: AI will take over repetitive shop welding and help with defect detection, but the dangerous, judgment-heavy, in-the-field work that defines a boilermaker's day is one of the harder things in the economy to automate — making skilled human boilermakers more valuable, not less, for the foreseeable future.
Sources
Will AI replace Boilermakers?
No. We don't think AI will replace Boilermakers, though we do expect the job to change.
That view is reflected in our 55.6% AI Resilience Score. The core reason is simple: most of what boilermakers actually do happens in cramped, hot, unpredictable spaces that robots genuinely struggle with. Fitting and repairing pressure vessels at refineries, power plants, and dams still requires human hands, judgment, and certified expertise. Safety codes from bodies like ASME require human inspectors on pressure equipment, and that is not changing soon [1].
Where AI is showing up is mostly in the shop, not the field. AI-powered welding cobots can plan seam paths and auto-tune settings so workers focus on the craft rather than the repetitive parts [2]. Drones and data-driven tools are also being used for real-time defect detection and tank inspections (sciencedirect.com, qualitymag.com). These are genuine shifts, but they are augmentation, not replacement.
The honest caveat is that employer demand is a weak spot. BLS projects employment declining about 2% through 2034, with roughly 800 openings per year [1]. That is a small field. But a welder shortage driven by retirements and reshoring is actually pushing more value toward skilled human boilermakers [2], which keeps the economic picture steadier than the raw job numbers suggest.
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Latest AI news for Boilermakers
These articles highlight the evolving role of AI in the boilermaking field, emphasizing that while AI can enhance efficiency, it won't eliminate jobs. For instance, predictive maintenance tools can help identify boiler issues before they escalate, improving safety and reliability. Additionally, the discussion on AI resilience indicates that skilled trades like boilermaking will continue to be essential, as AI may lower costs and increase demand for skilled workers rather than replace them. Students can embrace these advancements to enhance their skills and remain competitive in a tech-driven industry.
6 AI-Resilient Skilled Trades and Industrial Roles
www.teamsense.com • 6/20/2026
Nov 25, 2025 — AI tools can support predictive maintenance and diagnostics in factory and industrial settings. And though this should lead to fewer outages and ... Read more
AI-Powered Predictive Maintenance for Boilers in ...
oxmaint.com • 6/20/2026
Jan 30, 2026 — AI-powered predictive maintenance transforms boiler management by analyzing real-time sensor streams to detect micro-anomalies—identifying tube ... Read more
Why AI won't replace plumbers, welders, electricians
www.linkedin.com • 6/20/2026
AI isn't coming for plumbers, welders, or electricians anytime soon. Here's why Everyone's up in arms about AI “replacing jobs.
Will AI Replace Boilermaker Jobs?
jobzonerisk.com • 6/20/2026
No companies cutting field boilermakers citing AI. Factory/shop production boilermaking faces robotic welding displacement in controlled environments, but field ... Read more
Incorporating AI impacts in BLS employment projections
www.bls.gov • 6/20/2026
by C Machovec · Cited by 17 — On the one hand, AI is well suited for the occupation's tasks; on the other hand, increased productivity from the use of AI may lower prices and increase demand ... Read more
More Career Info
Career: Boilermakers
They build and repair large containers like boilers and tanks, ensuring they safely hold gases and liquids used in factories and power plants.
Parent Careers
Employment & Wage Data
Median Wage
$73,340
Jobs (2024)
10,400
Growth (2024-34)
-2.4%
Annual Openings
800
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
Attach rigging and signal crane or hoist operators to lift heavy frame and plate sections or other parts into place.
2
Shape seams, joints, or irregular edges of pressure vessel sections or structural parts to attain specified fit of parts, using cutting torches, hammers, files, or metalworking machines.
3
Assemble large vessels in an on-site fabrication shop prior to installation to ensure proper fit.
4
Repair or replace defective pressure vessel parts, such as safety valves or regulators, using torches, jacks, caulking hammers, power saws, threading dies, welding equipment, or metalworking machinery...
5
Position, align, and secure structural parts or related assemblies to boiler frames, tanks, or vats of pressure vessels, following blueprints.
6
Bolt or arc weld pressure vessel structures and parts together, using wrenches or welding equipment.
7
Clean pressure vessel equipment, using scrapers, wire brushes, and cleaning solvents.
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.
