Evolving

Last Update: 2/17/2026

Your role’s AI Resilience Score is

48.5%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium-high

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

Stationary Engineers and Boiler Operators

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.

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Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
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Analysis
Chat
News
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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 analysis

Contributing 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

Learn about this score
Evolving iconEvolving

48.0%

48.0%

Microsoft's Working with AI

AI Applicability

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Stable iconStable

70.1%

70.1%

Will Robots Take My Job

Automation Resilience

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Evolving iconEvolving

43.5%

43.5%

Medium Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

2.2%

Growth Percentile:

43.4%

Annual Openings:

3,800

Annual Openings Pct:

32.9%

Analysis of Current AI Resilience

Stationary Engineer/Boiler

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

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.

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AI Adoption

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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More Career Info

Career: Stationary Engineers and Boiler Operators

Employment & Wage Data

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

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

90% ResilienceSupplemental

Test electrical systems to determine voltages, using voltage meters.

2

90% ResilienceSupplemental

Supervise the work of assistant stationary engineers, turbine operators, boiler tenders, or air conditioning and refrigeration operators and mechanics.

3

85% ResilienceCore Task

Contact equipment manufacturers or appropriate specialists when necessary to resolve equipment problems.

4

85% ResilienceSupplemental

Ignite fuel in burners, using torches or flames.

5

80% ResilienceCore Task

Weigh, measure, and record fuel used.

6

80% ResilienceSupplemental

Fire coal furnaces by hand or with stokers and gas- or oil-fed boilers, using automatic gas feeds or oil pumps.

7

80% ResilienceSupplemental

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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