Takeover Tracker
42%medium risk

Stationary Engineers and Boiler Operators

Operate or maintain stationary engines, boilers, or other mechanical equipment to provide utilities for buildings or industrial processes. Operate equipment, such as steam engines, generators, motors, turbines, and steam boilers.

Higher risk than 85% of occupations
Checking for existing plan...

How AI Impacts Each Task

25 tasks analyzed

Activate valves to maintain required amounts of water in boilers, to adjust supplies of combustion air, and to control the flow of fuel into burners.

Risk: 47.0%AI: 35EstimatedTime: 5%

Monitor and inspect equipment, computer terminals, switches, valves, gauges, alarms, safety devices, and meters to detect leaks or malfunctions and to ensure that equipment is operating efficiently and safely.

Risk: 84.0%AI: 87EstimatedTime: 11%

Monitor boiler water, chemical, and fuel levels, and make adjustments to maintain required levels.

Risk: 84.0%AI: 87EstimatedTime: 8%

Observe and interpret readings on gauges, meters, and charts registering various aspects of boiler operation to ensure that boilers are operating properly.

Risk: 85.2%AI: 90EstimatedTime: 8%

Test boiler water quality or arrange for testing and take necessary corrective action, such as adding chemicals to prevent corrosion and harmful deposits.

Risk: 76.0%AI: 67EstimatedTime: 5%

Analyze problems and take appropriate action to ensure continuous and reliable operation of equipment and systems.

Risk: 49.0%AI: 55EstimatedTime: 5%

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 pneumatic tools.

Risk: 49.0%AI: 40EstimatedTime: 11%

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

Risk: 45.0%AI: 30EstimatedTime: 2%

Adjust controls and/or valves on equipment to provide power, and to regulate and set operations of system or industrial processes.

Risk: 49.0%AI: 40EstimatedTime: 5%

Switch from automatic to manual controls and isolate equipment mechanically and electrically to allow for safe inspection and repair work.

Risk: 43.0%AI: 25EstimatedTime: 3%

Maintain daily logs of operation, maintenance, and safety activities, including test results, instrument readings, and details of equipment malfunctions and maintenance work.

Risk: 88.0%AI: 97EstimatedTime: 6%

Investigate and report on accidents.

Risk: 49.0%AI: 55EstimatedTime: 2%

Develop operation, safety, and maintenance procedures or assist in their development.

Risk: 55.0%AI: 70EstimatedTime: 2%

Receive instructions from steam engineers regarding steam plant and air compressor operations.

Risk: 27.0%AI: 30EstimatedTime: 2%

Install burners and auxiliary equipment, using hand tools.

Risk: 13.0%AI: 10EstimatedTime: 3%

Perform or arrange for repairs, such as complete overhauls, replacement of defective valves, gaskets, or bearings, or fabrication of new parts.

Risk: 13.0%AI: 10EstimatedTime: 5%

Check the air quality of ventilation systems and make adjustments to ensure compliance with mandated safety codes.

Risk: 85.2%AI: 90EstimatedTime: 3%

Ignite fuel in burners, using torches or flames.

Risk: 41.0%AI: 20EstimatedTime: 2%

Weigh, measure, and record fuel used.

Risk: 86.0%AI: 92EstimatedTime: 3%

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

Risk: 23.0%AI: 20EstimatedTime: 3%

Clean and lubricate boilers and auxiliary equipment and make minor adjustments as needed, using hand tools.

Risk: 45.0%AI: 30EstimatedTime: 4%

Operate mechanical hoppers and provide assistance in their adjustment and repair.

Risk: 47.0%AI: 35EstimatedTime: 2%

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

Risk: 31.0%AI: 40EstimatedTime: 2%

Test electrical systems to determine voltages, using voltage meters.

Risk: 70.0%AI: 52EstimatedTime: 2%

Provide assistance to plumbers in repairing or replacing water, sewer, or waste lines, and in daily maintenance activities.

Risk: 13.0%AI: 10EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Equipment Maintenance78%

Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Stationary Engineers and Boiler Operators skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.9pt risk+$4K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-4.9pt risk+$4K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.6pt risk+$4K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

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Score History

Risk score over 2 scoring runs

+2.7

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School6%
High School Diploma63%
Some College16%
Post-Secondary Certificate16%

Prior Experience Needed

Work experience required to enter this job

None26%
6 months - 1 year6%
1-2 years32%
2-4 years29%
4-6 years4%
6-8 years2%
Over 10 years2%

Training Provided After Hiring

How long it typically takes to learn on the job

Up to 1 month6%
1-3 months13%
3-6 months13%
6 months - 1 year48%
1-2 years15%
2-4 years2%
4-6 years4%

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis