AITakeover Tracker
17%low risk

Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters

Help plumbers, pipefitters, steamfitters, or pipelayers by performing duties requiring less skill. Duties include using, supplying or holding materials or tools, and cleaning work area and equipment.

Higher risk than 2% of occupations

AI Impact Summary

Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters faces low AI displacement risk with a score of 17/100. This occupation has higher AI displacement risk than 2% of all analyzed occupations. Of 15 analyzed tasks, 0 are highly automatable. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

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

Information Ordering5%

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

Reading Comprehension10%

Reading Comprehension 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.

Memorization5%

Memorization 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.

Manual Dexterity80%

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

Leadership88%

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

Coordination70%

Coordination 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.

Social Perceptiveness90%

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

Service Orientation82%

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

Equipment Maintenance78%

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

AI-Augmented Skills (7)

Critical ThinkingJudgment and Decision MakingMonitoringActive LearningWritingSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Helpers--Pipelayers, Plumbers, Pipefitters, 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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

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

Estimated Impact

-6.6pt risk+$2K/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

-4.7pt risk+$2K/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+$2K/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.

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School6%
High School Diploma49%
Some College27%
Post-Secondary Certificate9%
Doctoral/Professional Degree10%

Prior Experience Needed

Work experience required to enter this job

None36%
3-6 months12%
6 months - 1 year12%
1-2 years38%
2-4 years2%

Training Provided After Hiring

How long it typically takes to learn on the job

None18%
1-3 months10%
3-6 months28%
6 months - 1 year21%
1-2 years17%
4-6 years6%

How AI Impacts Each Task

15 tasks analyzed

Measure, cut, thread and assemble new pipe, placing the assembled pipe in hangers or other supports.

Risk: 9.0%AI: 0EstimatedTime: 10%

Cut or drill holes in walls or floors to accommodate the passage of pipes.

Risk: 9.0%AI: 0EstimatedTime: 8%

Perform rough-ins, repair and replace fixtures and water heaters, and locate, repair, or remove leaking or broken pipes.

Risk: 32.8%AI: 59.38ObservedTime: 10%

Assist pipe fitters in the layout, assembly, and installation of piping for air, ammonia, gas, and water systems.

Risk: 9.0%AI: 0EstimatedTime: 10%

Install gas burners to convert furnaces from wood, coal, or oil.

Risk: 9.0%AI: 0EstimatedTime: 3%

Cut pipe and lift up to fitters.

Risk: 41.0%AI: 20EstimatedTime: 10%

Fit or assist in fitting valves, couplings, or assemblies to tanks, pumps, or systems, using hand tools.

Risk: 9.0%AI: 0EstimatedTime: 8%

Requisition tools and equipment, select type and size of pipe, and collect and transport materials and equipment to work site.

Risk: 68.5%AI: 48.32ObservedTime: 8%

Mount brackets and hangers on walls and ceilings to hold pipes, and set sleeves or inserts to provide support for pipes.

Risk: 9.0%AI: 0EstimatedTime: 8%

Excavate and grade ditches, and lay and join pipe for water and sewer service.

Risk: 11.0%AI: 5EstimatedTime: 8%

Fill pipes with sand or resin to prevent distortion, and hold pipes during bending and installation.

Risk: 41.0%AI: 20EstimatedTime: 3%

Disassemble and remove damaged or worn pipe.

Risk: 9.0%AI: 0EstimatedTime: 5%

Immerse pipe in chemical solution to remove dirt, oil, and scale.

Risk: 47.0%AI: 35EstimatedTime: 3%

Clean shop, work area, and machines, using solvent and rags.

Risk: 41.0%AI: 20EstimatedTime: 4%

Clean and renew steam traps.

Risk: 41.0%AI: 20EstimatedTime: 2%

Protective Factors

Total protective discount: 26.9%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailPersistenceCooperationIntegrityInitiativeSelf ControlAnalytical ThinkingAdaptability/FlexibilityStress ToleranceIndependenceAchievement/EffortConcern for Others

Wage & Employment (2024)

Median Wage

$39,270

per year

Mean Wage

$41,720

per year

Employment

44K

workers

Wage Range

$31,050 - $54,860

10th - 90th pct

Wage Distribution

$31,050Median: $39,270$54,860
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Helpers--Pipelayers, Plumbers, Pipefitters, 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.

  • Information Ordering

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

  • Reading Comprehension

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

  • 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.

  • Adaptability/Flexibility

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

  • Manual Dexterity

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

  • Leadership

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

  • Coordination

    Coordination 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.

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.

  • 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.

  • 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.

  • Writing

    Writing 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

-0.5

overall change

Checking for existing plan...