Pipe Fitters and Steamfitters
Lay out, assemble, install, or maintain pipe systems, pipe supports, or related hydraulic or pneumatic equipment for steam, hot water, heating, cooling, lubricating, sprinkling, or industrial production or processing systems.
AI Impact Summary
Pipe Fitters and Steamfitters faces low AI displacement risk with a score of 18/100. This occupation has higher AI displacement risk than 3% of all analyzed occupations. Of 22 analyzed tasks, 2 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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)
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Pipe Fitters and Steamfitters 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
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Systems Thinking In Practice
by The Open University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
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.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
22 tasks analyzed
Cut, thread, or hammer pipes to specifications, using tools such as saws, cutting torches, pipe threaders, or pipe benders.
Lay out full scale drawings of pipe systems, supports, or related equipment, according to blueprints.
Assemble or secure pipes, tubes, fittings, or related equipment, according to specifications, by welding, brazing, cementing, soldering, or threading joints.
Measure and mark pipes for cutting or threading.
Inspect, examine, or test installed systems or pipe lines, using pressure gauge, hydrostatic testing, observation, or other methods.
Plan pipe system layout, installation, or repair, according to specifications.
Attach pipes to walls, structures, or fixtures, such as radiators or tanks, using brackets, clamps, tools, or welding equipment.
Modify, clean, or maintain pipe systems, units, fittings, or related machines or equipment, using hand or power tools.
Select pipe sizes, types, or related materials, such as supports, hangers, or hydraulic cylinders, according to specifications.
Cut or bore holes in structures, such as bulkheads, decks, walls, or mains, prior to pipe installation, using hand or power tools.
Install automatic controls to regulate pipe systems.
Shut off steam, water, or other gases or liquids from pipe sections, using valve keys or wrenches.
Inspect work sites for obstructions or holes that could cause structural weakness.
Remove and replace worn components.
Install fixtures, appliances, or equipment designed to reduce water or energy consumption.
Install pipe systems to support alternative energy-fueled systems, such as geothermal heating or cooling systems.
Install or test gray water systems, such as recycling, treatment, or irrigation systems.
Prepare cost estimates for clients.
Operate motorized pumps to remove water from flooded manholes, basements, or facility floors.
Dip nonferrous piping materials in a mixture of molten tin and lead to obtain a coating that prevents erosion or galvanic or electrolytic action.
Repair hydraulic or air pumps.
Repair or remove and replace system components.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Cut, thread, or hammer pipes to specifications, using tools such as saws, cutting torches, pipe threaders, or pipe benders. | 5Estimated | 11.0% | 10% | |
| Lay out full scale drawings of pipe systems, supports, or related equipment, according to blueprints. | 70Estimated | 55.0% | 5% | |
| Assemble or secure pipes, tubes, fittings, or related equipment, according to specifications, by welding, brazing, cementing, soldering, or threading joints. | 5Estimated | 11.0% | 12% | |
| Measure and mark pipes for cutting or threading. | 10Estimated | 37.0% | 8% | |
| Inspect, examine, or test installed systems or pipe lines, using pressure gauge, hydrostatic testing, observation, or other methods. | 30Estimated | 39.0% | 6% | |
| Plan pipe system layout, installation, or repair, according to specifications. | 59.38Observed | 50.8% | 6% | |
| Attach pipes to walls, structures, or fixtures, such as radiators or tanks, using brackets, clamps, tools, or welding equipment. | 0Estimated | 9.0% | 8% | |
| Modify, clean, or maintain pipe systems, units, fittings, or related machines or equipment, using hand or power tools. | 0Estimated | 9.0% | 6% | |
| Select pipe sizes, types, or related materials, such as supports, hangers, or hydraulic cylinders, according to specifications. | 92Estimated | 86.0% | 4% | |
| Cut or bore holes in structures, such as bulkheads, decks, walls, or mains, prior to pipe installation, using hand or power tools. | 0Estimated | 9.0% | 5% | |
| Install automatic controls to regulate pipe systems. | 0Estimated | 9.0% | 3% | |
| Shut off steam, water, or other gases or liquids from pipe sections, using valve keys or wrenches. | 10Estimated | 37.0% | 2% | |
| Inspect work sites for obstructions or holes that could cause structural weakness. | 40Estimated | 43.0% | 3% | |
| Remove and replace worn components. | 0Estimated | 9.0% | 4% | |
| Install fixtures, appliances, or equipment designed to reduce water or energy consumption. | 0Estimated | 9.0% | 2% | |
| Install pipe systems to support alternative energy-fueled systems, such as geothermal heating or cooling systems. | 0Estimated | 9.0% | 2% | |
| Install or test gray water systems, such as recycling, treatment, or irrigation systems. | 0Estimated | 9.0% | 2% | |
| Prepare cost estimates for clients. | 56.2Observed | 71.7% | 2% | |
| Operate motorized pumps to remove water from flooded manholes, basements, or facility floors. | 20Estimated | 41.0% | 2% | |
| Dip nonferrous piping materials in a mixture of molten tin and lead to obtain a coating that prevents erosion or galvanic or electrolytic action. | 30Estimated | 45.0% | 2% | |
| Repair hydraulic or air pumps. | 0Estimated | 9.0% | 2% | |
| Repair or remove and replace system components. | 0Estimated | 9.0% | 2% |
Protective Factors
Total protective discount: 29.4%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$62,970
per year
Mean Wage
$69,940
per year
Employment
456K
workers
Wage Range
$40,670 - $105,150
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Pipe Fitters and Steamfitters professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Manual Dexterity
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Systems Analysis
Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 2 scoring runs
overall change