Share and intensity of work current AI systems can materially affect.
SOC 47-2181
Roofers AI displacement risk
Inspecting, repairing, and installing roofs is elevated, hazardous, variable physical work that drones can photograph but not perform. Measurement and estimation software assists bidding while installation and repair remain manual.
Likely potential for exposed tasks to move to software after workflow integration.
Drones changed inspection and marketing, not installation. Weather exposure, safety requirements, and the sheer variety of roof conditions keep this among the most automation-resistant trades.
Distribution
Where Roofers sits across 620 tracked roles
Displacement pressure 12 — higher than 2% of the 620 occupations tracked on displacement.ai.
Score version
This page uses Seed model v0.4 (seed-v0.4-2026-05), last reviewed 2026-08-08. Directional occupation-level planning model using hand-reviewed public research, task exposure estimates, wage context, and transition-pathway assumptions.
25 O*NET task statements matched to SOC 47-2181. The displayed task profile combines these official task statements with the current public score model.
Median wage context: $55,440 (May 2025, US national). The latest BLS row matched SOC 47-2181.
Scores are planning signals, not forecasts. Local hiring demand, employer-specific workflows, licensing, and credentials must be validated before making career decisions.
2030 economic stress test
How Anthropic's scenarios classify Roofers
SOC 47-2181 places this role in the paper's all-other occupation group. These group-level outcomes do not change the 12/100 role score and are not an occupation forecast.
+1.1% group wage
Employment rises and unemployment falls for the all-other group, but the paper does not publish a separate group rate.
Economy-wide: +1.6% GDP and 3.9% unemployment.
+5.9% group wage
Employment rises and unemployment falls for the all-other group, but the paper does not publish a separate group rate.
Economy-wide: +8.3% GDP and 4.6% unemployment.
+33.6% group wage
Employment rises and unemployment falls for the all-other group, but the paper does not publish a separate group rate.
Economy-wide: +32.4% GDP and 11.9% unemployment.
Compare the assumptions and limitations across all three scenarios. Source: The Anthropic Institute Working Paper No. 2026-02.
Official task evidence
O*NET task matches for Roofers
The current evidence import matched 25 task statements from Task Statements 31.0 (August 2026). These rows are used as a grounding layer for judging which parts of the occupation are repeatable, language-heavy, analytical, social, physical, or compliance-sensitive.
Dataset31.0 (August 2026)
Matched tasks25
SOC47-2181
- Core task / ID 13574
Inspect problem roofs to determine the best repair procedures.
- Core task / ID 13590
Waterproof or damp-proof walls, floors, roofs, foundations, or basements by painting or spraying surfaces with waterproof coatings or by attaching waterproofing membranes to surfaces.
- Core task / ID 13583
Cover exposed nailheads with roofing cement or caulking to prevent water leakage or rust.
- Core task / ID 19851
Apply reflective roof coatings, such as special paints or single-ply roofing sheets, to existing roofs to reduce solar heat absorption.
- Core task / ID 13586
Remove snow, water, or debris from roofs prior to applying roofing materials.
- Core task / ID 13580
Cut felt, shingles, or strips of flashing to fit angles formed by walls, vents, or intersecting roof surfaces.
Source: O*NET Resource Center, Task Statements. Raw import target: data/raw/onet/task-statements-31-0.txt.
Task profile
Where AI changes the work
Install roofing materials
Exposure 12, automation 4%, augmentation 14%.
O*NET evidence: Install, repair, or replace single-ply roofing systems, using waterproof sheet material... (ID 13579)
Inspect problem roofs
Exposure 30, automation 12%, augmentation 44%.
O*NET evidence: Inspect problem roofs to determine the best repair procedures. (ID 13574)
Estimate materials and labor
Exposure 46, automation 22%, augmentation 54%.
O*NET evidence: Estimate materials and labor required to complete roofing jobs. (ID 20793)
Set up safe roof access
Exposure 14, automation 4%, augmentation 18%.
O*NET evidence: Set up scaffolding to provide safe access to roofs. (ID 13575)
TaskExposureAutomationAugmentation
Install roofing materials124%14%
Inspect problem roofs3012%44%
Estimate materials and labor4622%54%
Set up safe roof access144%18%
Transition pathways
Adjacent moves that preserve existing skills
role redesign
LowRoofing Estimator
Training horizon: 3-6 months. Skill overlap 66. Wage preservation signal 118.
- Use aerial measurement tools
- Build material takeoffs
- Track job-cost variance
adjacent role
LowRoofing Foreman
Training horizon: 2-5 months. Skill overlap 80. Wage preservation signal 122.
- Run crew daily plans
- Own safety compliance
- Inspect finished work quality
Comparison guides
Compare the next move before you commit
3-6 months
Roofers to Roofing Estimator
Compare AI displacement pressure, wage preservation, skill overlap, training time, and first proof project for moving from Roofers into Roofing Estimator.
2-5 months
Roofers to Roofing Foreman
Compare AI displacement pressure, wage preservation, skill overlap, training time, and first proof project for moving from Roofers into Roofing Foreman.
What the AI risk score means for Roofers
The displacement pressure score for Roofers is 12. That score blends task exposure, automation pressure, augmentation potential, wage vulnerability, transition feasibility, and source confidence. It is designed to help workers and workforce teams decide where to act first, not to claim a specific date when a job will disappear.
For this role, the clearest risk pattern is visible at the task level. Estimate materials and labor carries 22% automation pressure, while Estimate materials and labor carries 54% augmentation potential. That means the best response is usually a targeted redesign of work: move away from repeatable production tasks and toward judgment, exception handling, coordination, stakeholder context, and accountable use of AI tools.
Labor-market context and wage risk
Median wage: $55,440 (May 2025, US national). Employment context: Skilled exterior trade with steady replacement demand. Typical education: On-the-job training; apprenticeship available.
Wage vulnerability is 62, while transition feasibility is 62. A high wage-vulnerability score means workers should pay close attention to salary preservation before making a move. A high transition-feasibility score means there are adjacent paths that can reuse existing skills without requiring a complete career reset.
- Very low displacement pressure
- Drone inspection is an aid, not a threat
- Storm and replacement demand persists
Upskilling priorities
Skills that make this role more resilient
The safest upskilling plan starts with skills already close to the work. For Roofers, the strongest near-term skill priorities are listed below. These are useful whether the goal is to stay in the role, move to a redesigned version of the role, or transition into an adjacent occupation.
Roofing systems
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Safety discipline
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Damage diagnosis
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
Estimating
Build proof of this skill through a work sample, checklist, dashboard, case note, workflow map, or portfolio artifact tied to the transition paths on this page.
90-day transition plan
The most practical next step is not to wait for a layoff or a full role redesign. Use the next 90 days to create evidence that you can operate in a safer, more AI-augmented version of the work.
- In the first 30 days, document the repetitive tasks in your current work and identify where AI can reduce drafting, lookup, classification, or reporting time.
- By 60 days, complete one small project connected to Roofing Estimator, such as use aerial measurement tools.
- By 90 days, compare internal openings and external postings for Roofing Estimator or Roofing Foreman and update your resume around measurable workflow outcomes.
FAQ
Questions about AI and Roofers
Will AI replace Roofers?
Inspecting, repairing, and installing roofs is elevated, hazardous, variable physical work that drones can photograph but not perform. Measurement and estimation software assists bidding while installation and repair remain manual. The better planning signal is not full replacement, but which tasks become automated, which tasks become AI-assisted, and which responsibilities still need human judgment.
Which parts of Roofers work are most exposed to AI?
Estimate materials and labor and Inspect problem roofs show the strongest automation pressure in this model. Estimate materials and labor and Inspect problem roofs are better treated as AI-augmented work.
What should Roofers learn next?
Start with Roofing systems, Safety discipline, Damage diagnosis. The most practical adjacent paths in this model are Roofing Estimator and Roofing Foreman.
How should this score be used?
Use it as a planning signal, not a prediction. Confirm local hiring demand, wages, licensing, credentials, and employer adoption before making a career move.
Sources
Evidence trail
OECD / 11 July 2023OECD Employment Outlook 2023: Artificial Intelligence and the Labour MarketO*NET Resource Center / Database 31.0 (August 2026)Occupation, Task, Skill, and Work-Activity DataUS Bureau of Labor Statistics / May 2025 estimates (released 15 May 2026)Occupational Employment and Wage Statistics