Somewhat Resilient
Last Update: 8/30/2026
AI Resilience Score for Stationary Engineer/Boiler:
44.2%
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.
Med
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%).
Med
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%).
Low
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.
There are a reasonable number of sources for this result, but there is some disagreement between them.
Contributing sources
AI Resilience Report forStationary Engineers and Boiler Operators
$78,620 median salary•3,200 annual openings•SOC Code: 51-8021.00
Stationary Engineers and Boiler Operators are somewhat less resilient to AI impacts than most occupations, according to our analysis of 6 sources.
This career is "Somewhat Resilient" because AI is genuinely changing how the work gets done, even if it is not replacing workers outright. Routine tasks like reading gauges, logging data, and monitoring systems are increasingly handled by AI tools, which means the job is shifting toward working alongside smart building technology rather than doing those repetitive tasks by hand.
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This career is "Somewhat Resilient" because AI is genuinely changing how the work gets done, even if it is not replacing workers outright. Routine tasks like reading gauges, logging data, and monitoring systems are increasingly handled by AI tools, which means the job is shifting toward working alongside smart building technology rather than doing those repetitive tasks by hand.
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View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreAnalysis of Current AI Resilience
Stationary Engineer/Boiler
Updated Quarterly
How is AI changing Stationary Engineer/Boiler jobs?
If you're worried that AI will completely take over this job, take a breath — the picture is actually more about augmentation than replacement. Stationary engineers today are getting AI helpers that watch gauges, log data, and flag problems before they become emergencies. In one real-world example from a power plant, operators now receive AI recommendations every 30 minutes on how to improve heat-rate efficiency [1], based on a machine-learning model trained on years of plant sensor data.
A similar setup at Kent State University's central utility plant uses AI to monitor 1,000 input variables and make 150 control decisions every 15 minutes, saving $470,000 in annual utility costs [2]. This tracks with the automation percentages you're seeing — routine tasks like logging fuel use, reading gauges, and recording data are the easiest for AI to handle, while hands-on repair work and installing equipment (7% and 6% automation) still need human hands. Industry experts at the 2026 AHR Expo were clear that even "autonomous buildings" aren't really autonomous yet — without a robot, someone still needs to go change the sensor or fix the issue [3].
Sources
How fast is AI adoption growing for Stationary Engineer/Boiler?
Adoption is speeding up mainly because of a massive labor shortage. JLL research shows about 2.1 million skilled trades positions could go unfilled by 2030, with potential economic losses reaching $1 trillion annually [4]. In New York City, the average age of a building engineer is 54, and 40% of tradespeople will retire by 2031 [3], pushing owners to lean on AI just to keep buildings running.
But adoption is also slowed by real-world factors: older buildings have outdated infrastructure, safety codes require licensed humans to sign off on boiler operation, and physical repairs can't be done through a screen. The good news for young people is that this career is holding steady — BLS projects 3% employment growth from 2025 to 2035 with about 3,200 openings each year and median pay of $78,620 [5]. The World Economic Forum's 2026 outlook describes a likely "co-pilot economy" where AI enhances human expertise rather than replacing it [6].
If you learn both the mechanical fundamentals and how to work alongside smart building systems, you'll be exactly the kind of worker employers are desperate to hire.
Sources
Will AI replace Stationary Engineer/Boiler?
Not entirely. We think AI will take over some tasks, but not the whole job.
Our 44.2% AI Resilience Score reflects real pressure on this career, but pressure is not the same as replacement. AI is already doing the repetitive work: logging sensor data, reading gauges, and flagging efficiency problems. At one utility plant, an AI system monitors 1,000 input variables and makes 150 control decisions every 15 minutes, saving $470,000 in annual utility costs [2]. That kind of automation is real, and it is changing daily workflows.
What stays human is the physical, judgment-heavy work. Boilers and mechanical systems still break in ways that need hands, eyes, and experience to fix. Industry experts have been clear that even the most advanced "autonomous buildings" still need someone on-site to swap a sensor or address an issue [3]. Safety codes also require licensed operators to sign off on boiler operation, which keeps humans in the loop by law.
Demand is holding steady but not surging. BLS projects about 3,200 job openings per year through 2035 [5], partly because a wave of retirements is creating real gaps [3]. If you build mechanical skills and get comfortable working alongside smart building systems, you will be exactly the kind of person employers are struggling to find.
Sources
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Latest AI news for Stationary Engineer/Boiler
These articles highlight the growing role of AI in optimizing power plant operations, which is directly relevant to Stationary Engineers and Boiler Operators. For instance, AI models are improving heat rate optimization, leading to more efficient energy production. However, there's a moderate risk of automation affecting job roles, with insights suggesting that while technology will evolve, the demand for skilled professionals remains strong. Understanding these trends can help students prepare for a resilient career in an industry that values both technology and human expertise.
Will AI Replace Stationary Engineers in 2026?
aicareerindex.com • 8/20/2026
Stationary Engineers: structurally insulated against AI in 2026. See what stays durable, the career outlook, and the 6-month plan.
Will AI Replace Stationary Engineers and Boiler Operators?
aitakeovertracker.com • 8/20/2026
Stationary Engineers and Boiler Operators: Medium AI risk (score: 42/100, higher than 85% of occupations). Full task-by-task breakdown, skill gaps, ...
Will AI Replace Stationary Engineers and Boiler Operators? Risk ...
www.aiexposure.org • 8/20/2026
AI Impact Analysis. With a risk score of 60/100, Stationary Engineers and Boiler Operators faces moderate automation pressure.
Optimising Performance: Improving thermal power plant O&M with AI and digital tools
powerline.net.in • 4/21/2026
By Subhramanyan Edamana, Lead, Digital Services, Power Business; and Sugandh Kumar, Assistant General Manager, Digital Services,...
Unlocking Power Plant Efficiency: How AI Models Are Revolutionizing Heat Rate Optimization
www.powermag.com • 7/1/2025
Artificial intelligence (AI) is playing a huge role in heat rate optimization. In some cases, AI-driven models have analyzed operational...
More Career Info
Career: Stationary Engineers and Boiler Operators
They manage and maintain machines like boilers and engines to ensure buildings have heat, power, and ventilation.
Parent Careers
Employment & Wage Data
Median Wage
$78,620
Jobs (2025)
31,200
Growth (2025-35)
+3.1%
Annual Openings
3,200
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
Task-Level AI Resilience Scores
AI-generated estimates of task resilience over the next 3 years
1
Provide assistance to plumbers in repairing or replacing water, sewer, or waste lines, and in daily maintenance activities.
2
Install burners and auxiliary equipment, using hand tools.
3
Perform or arrange for repairs, such as complete overhauls, replacement of defective valves, gaskets, or bearings, or fabrication of new parts.
4
Clean and lubricate boilers and auxiliary equipment and make minor adjustments as needed, using hand tools.
5
Supervise the work of assistant stationary engineers, turbine operators, boiler tenders, or air conditioning and refrigeration operators and mechanics.
6
Operate mechanical hoppers and provide assistance in their adjustment and repair.
7
Operate or tend stationary engines, boilers, and auxiliary equipment, such as pumps, compressors, or air-conditioning equipment, to supply and maintain steam or heat for buildings, marine vessels, or ...
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.
