AITakeover Tracker
23%low risk

Helpers--Roofers

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

Higher risk than 13% of occupations

AI Impact Summary

Helpers--Roofers faces low AI displacement risk with a score of 23/100. This occupation has higher AI displacement risk than 13% of all analyzed occupations. Of 18 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.

Leadership88%

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

Manual Dexterity80%

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

Coordination70%

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

Equipment Maintenance78%

Equipment Maintenance 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.

Complex Problem Solving75%

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

AI-Augmented Skills (7)

MonitoringCritical ThinkingJudgment and Decision MakingActive LearningSystems AnalysisWritingTechnology Design

Recommended Courses

Courses matched to Helpers--Roofers 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

-4.8pt 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

-3.7pt 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 School33%
High School Diploma43%
Post-Secondary Certificate8%
Level 1216%

Prior Experience Needed

Work experience required to enter this job

None36%
Up to 1 month8%
1-3 months3%
3-6 months15%
6 months - 1 year1%
1-2 years31%
2-4 years7%
8-10 years1%

Training Provided After Hiring

How long it typically takes to learn on the job

None7%
Up to 1 month22%
1-3 months7%
3-6 months53%
6 months - 1 year2%
2-4 years5%
4-6 years5%

How AI Impacts Each Task

18 tasks analyzed

Check to ensure that completed roofs are watertight.

Risk: 19.0%AI: 25EstimatedTime: 4%

Sweep and clean roofs to prepare them for the application of new roofing materials.

Risk: 39.0%AI: 15EstimatedTime: 6%

Locate worn or torn areas in roofs.

Risk: 23.0%AI: 35EstimatedTime: 4%

Clean work areas and equipment.

Risk: 39.0%AI: 15EstimatedTime: 6%

Maintain tools and equipment.

Risk: 39.0%AI: 15EstimatedTime: 4%

Cover roofs with layers of roofing felt or asphalt strips before installing tile, slate, or composition materials.

Risk: 37.0%AI: 10EstimatedTime: 8%

Remove old roofing materials.

Risk: 37.0%AI: 10EstimatedTime: 10%

Unload materials and tools from work trucks, and unroll roofing as directed.

Risk: 39.0%AI: 15EstimatedTime: 8%

Set ladders, scaffolds, and hoists in place for taking supplies to roofs.

Risk: 11.0%AI: 5EstimatedTime: 5%

Place tiles, nail them to roof boards, and cover nailheads with roofing cement.

Risk: 37.0%AI: 10EstimatedTime: 5%

Attach roofing paper and composition shingles, using nails.

Risk: 37.0%AI: 10EstimatedTime: 5%

Perform emergency leak repairs and general maintenance for a variety of roof types.

Risk: 11.0%AI: 5EstimatedTime: 4%

Provide assistance to skilled roofers installing and repairing roofs, flashings, and surfaces.

Risk: 11.0%AI: 5EstimatedTime: 10%

Attach sheets of metal to roof boards or building frameworks when installing metal roofs.

Risk: 37.0%AI: 10EstimatedTime: 4%

Hoist tar and roofing materials to roofs, using ropes and pulleys, or carry materials up ladders.

Risk: 39.0%AI: 15EstimatedTime: 8%

Apply shingles, gravel, or asphalt over the top layer of tar to protect the roofing material.

Risk: 37.0%AI: 10EstimatedTime: 4%

Chop tar into small pieces, and heat chopped tar in kettles.

Risk: 39.0%AI: 15EstimatedTime: 2%

Clear drains and downspouts and clean gutters.

Risk: 41.0%AI: 20EstimatedTime: 3%

Protective Factors

Total protective discount: 28.0%

Essential Soft Skills

Traits that are hard for AI to replicate

Attention to DetailDependabilitySelf ControlAdaptability/FlexibilityPersistenceStress ToleranceCooperationAchievement/EffortIntegrityInitiativeIndependenceLeadership

Wage & Employment (2024)

Median Wage

$40,590

per year

Mean Wage

$42,070

per year

Employment

5K

workers

Wage Range

$27,780 - $55,310

10th - 90th pct

Wage Distribution

$27,780Median: $40,590$55,310
Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.

Alternate Career Paths

See all transitions

Helpers--Pipelayers, Plumbers, Pipefitters, and Steamfitters

17%
Low Risk

Median salary: $39,270

Higher risk than 2% of other occupations

Cement Masons and Concrete Finishers

17%
Low Risk

Median salary: $54,660

Higher risk than 3% of other occupations

Insulation Workers, Mechanical

18%
Low Risk

Median salary: $57,250

Higher risk than 4% of other occupations

Reinforcing Iron and Rebar Workers

20%
Low Risk

Median salary: $59,280

Higher risk than 6% of other occupations

Brickmasons and Blockmasons

20%
Low Risk

Median salary: $60,800

Higher risk than 7% of other occupations

Pipelayers

22%
Low Risk

Median salary: $48,710

Higher risk than 10% of other occupations

Rough Carpenters

23%
Low Risk

Median salary: $59,310

Higher risk than 15% of other occupations

Helpers--Brickmasons, Blockmasons, Stonemasons, and Tile and Marble Setters

27%
Medium Risk

Median salary: $46,480

Higher risk than 26% of other occupations

Rail-Track Laying and Maintenance Equipment Operators

30%
Medium Risk

Median salary: $67,370

Higher risk than 38% of other occupations

Laborers and Freight, Stock, and Material Movers, Hand

45%
Medium Risk

Median salary: $38,940

Higher risk than 92% of other occupations

Sales Managers

25%
Medium Risk

Higher risk than 20% of other occupations

Chief Executives

26%
Medium Risk

Higher risk than 23% of other occupations

General and Operations Managers

28%
Medium Risk

Higher risk than 29% of other occupations

Marketing Managers

30%
Medium Risk

Higher risk than 38% of other occupations

Advertising and Promotions Managers

31%
Medium Risk

Higher risk than 43% of other occupations

Computer and Information Systems Managers

31%
Medium Risk

Higher risk than 45% of other occupations

Subscribed — always updated

Recommendations

Skills to Develop

These skills are at risk from AI automation. Helpers--Roofers 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.

  • 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.

  • Coordination

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

  • Equipment Maintenance

    Equipment Maintenance 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.

  • Monitoring

    Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • 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.

  • Active Learning

    Active Learning 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

-2.8

overall change

Checking for existing plan...