Last Update: 2/17/2026
Your role’s AI Resilience Score is
Median Score
Changing Fast
Evolving
Stable
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.
What does this resilience result mean?
These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.
AI Resilience Report for
They manage and maintain machines like boilers and engines to ensure buildings have heat, power, and ventilation.
This role is evolving
This career is labeled as "Evolving" because AI is increasingly being used to improve monitoring and efficiency in operating boilers and heavy machinery. While AI can handle routine tasks like adjusting temperatures and detecting issues early, complex tasks still need human expertise and judgment.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is evolving
This career is labeled as "Evolving" because AI is increasingly being used to improve monitoring and efficiency in operating boilers and heavy machinery. While AI can handle routine tasks like adjusting temperatures and detecting issues early, complex tasks still need human expertise and judgment.
Read full analysisContributing Sources
We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.
AI Resilience
AI Resilience Model v1.0
AI Task Resilience
Microsoft's Working with AI
AI Applicability
Will Robots Take My Job
Automation Resilience
Medium Demand
We use BLS employment projections to complement the AI-focused assessments from other sources.
Learn about this scoreGrowth Rate (2024-34):
Growth Percentile:
Annual Openings:
Annual Openings Pct:
Analysis of Current AI Resilience
Stationary Engineer/Boiler
Updated Quarterly • Last Update: 2/17/2026

What's changing and what's not
Stationary engineers run heavy machinery like boilers and generators that heat buildings or power equipment [1]. In many plants and large buildings, routine controls are already handled by computers and smart sensors. For example, a modern control system can read temperatures and pressures and automatically open or close steam valves without a person doing it [2].
Experts note that linking AI to building controls can “self-adjust comfort parameters like temperature and humidity” and save energy without manual changes [3] [2]. In practice, this means AI helps detect leaks or unusual readings early, so workers just respond to alerts. However, complex tasks still need people.
Writing safety procedures, weighing fuel, investigating accidents, or designing new systems all rely on human judgment. AI can assist (for instance, by logging data or checking standards), but it can’t replace the training and experience of a skilled engineer.

AI in the real world
Whether AI moves in quickly depends on cost, benefit, and regulations. On one hand, smart AI controls can cut fuel use and pollution, so some hospitals and factories are adding them [3] [2]. On the other hand, boiler operation is a highly skilled, regulated trade.
The U.S. Bureau of Labor Statistics notes it requires long on-the-job training [1], and it actually expects slower-than-average job growth in this field [1]. That means companies aren’t in a rush to replace all workers. In short, AI is making monitoring and efficiency better, but safety rules and tricky repairs still need people.
Young workers who learn both traditional boiler skills and new smart-control tools will do well, because human oversight and problem-solving remain valuable [1] [2].

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Median Wage
$75,190
Jobs (2024)
33,300
Growth (2024-34)
+2.2%
Annual Openings
3,800
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Test electrical systems to determine voltages, using voltage meters.
Supervise the work of assistant stationary engineers, turbine operators, boiler tenders, or air conditioning and refrigeration operators and mechanics.
Contact equipment manufacturers or appropriate specialists when necessary to resolve equipment problems.
Ignite fuel in burners, using torches or flames.
Weigh, measure, and record fuel used.
Fire coal furnaces by hand or with stokers and gas- or oil-fed boilers, using automatic gas feeds or oil pumps.
Receive instructions from steam engineers regarding steam plant and air compressor operations.
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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