Roofers
Embodied skill, frontline presence, or deep institutional judgment. Most insulated.
SOC 47-2181 · Construction And Extraction
Signal composition
how the 0-100 score is assembled
By seniority
multiplicative adjustment from category curve
Entry-level roles carry the brunt because they concentrate the most automatable subset of tasks. Senior work is insulated by judgment, relationships, and accountability.
Task-level analysis
scored 0-100 for current-generation AI feasibility, weighted by BLS-stated importance
Measure roofs to calculate the quantities of materials needed
AI with computer vision and photogrammetry can measure roof dimensions from drone imagery or photos and calculate material quantities accurately, though a human still verifies complex geometries and unusual features in practice.
BLS evidence: The duties section states 'Measure roofs to calculate the quantities of materials needed,' and the Important Qualities section notes that 'Roofers use math to measure and calculate roofing areas.'
Inspect problem roofs to determine the best way to repair them
AI vision systems can identify visible damage patterns and thermal imaging can detect moisture, but diagnosing root causes requires physical probing, structural assessment under load, and experience-based judgment about hidden deterioration that AI cannot yet replicate reliably.
BLS evidence: The duties section lists 'Inspect problem roofs to determine the best way to repair them' as the first task roofers typically do.
Install green technology rooftop applications such as vegetative roofs and rainwater harvesting systems
Requires installation of complex multi-layer systems with drainage, waterproofing, root barriers, and living plants or plumbing connections, involving heavy materials, structural assessment, and integration of multiple building systems in elevated outdoor environments.
BLS evidence: The page states 'Roofers also install green technology rooftop applications. These include vegetative roofs, rainwater harvesting systems, and photovoltaic products.'
Cover exposed nail or screw heads with roofing cement or caulk to prevent leakage
Involves locating and treating individual fasteners across large roof surfaces, applying viscous materials with appropriate coverage in varying temperatures, and working in awkward positions on slopes—requiring fine motor control and physical presence.
BLS evidence: The duties section states 'Cover exposed nail or screw heads with roofing cement or caulk to prevent leakage' as a finishing task.
Align and cut roofing materials to fit around walls, vents, and roof edges
Demands precise measurement, cutting, and fitting of materials around irregular three-dimensional obstacles on sloped surfaces, requiring hand-eye coordination, tactile feedback, and adaptive problem-solving in physically challenging positions.
BLS evidence: The duties section lists both 'Align roofing materials with edges of the roof' and 'Cut roofing materials to fit around walls or vents' as tasks requiring manual dexterity and attention to detail.
Replace damaged or rotting joists or plywood
Involves structural carpentry in elevated, confined spaces with assessment of load-bearing integrity, precise cutting and fitting of lumber, and safe removal of compromised materials—all requiring fine motor skills and real-time structural judgment.
BLS evidence: The duties section explicitly includes 'Replace damaged or rotting joists or plywood' as a task roofers perform during repairs.
Install shingles, asphalt, metal, or other materials to make roofs weatherproof
Requires precise physical manipulation of materials on sloped, elevated surfaces in variable weather conditions, plus real-time adaptation to structural irregularities that current robotics cannot handle at scale.
BLS evidence: The duties section lists 'Install shingles, asphalt, metal, or other materials to make the roof weatherproof' as a primary task, and the page emphasizes that roofers install various roofing materials on both low-slope and steep-slope roofs.
Install roof ventilation systems
Requires cutting precise openings through roofing materials and structure, installing vents with proper flashing and sealing, and ensuring airflow calculations are met—tasks involving physical installation skills and structural modification in elevated environments.
BLS evidence: The duties section lists 'Install roof ventilation' as one of the tasks roofers typically do.
Install vapor barriers or layers of insulation
Requires physical installation of large sheets in confined attic spaces or on roofs, precise fitting around obstacles, and handling of materials that conform irregularly—tasks requiring dexterity and spatial reasoning in non-standardized environments.
BLS evidence: The duties section lists 'Install vapor barriers or layers of insulation' as a task, and the page describes how roofers build up layers over insulation boards on low-slope roofs.
Remove existing roof systems
Involves heavy physical labor, demolition in unpredictable conditions, hazard assessment for underlying damage, and operation of tools on unstable elevated platforms—all beyond current AI+robotics capabilities.
BLS evidence: The duties section explicitly states 'Remove existing roof systems' as a key task roofers perform when replacing roofs.
Task heatmap
automation score by task, sorted by weighted contribution
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External signals and sources
category-level priors and BLS fields that feed the four non-task signals
- Karpathy/BLS Digital AI Exposure (0-10 scale rescaled to 0-100)
- BLS projected outlook: Faster than average (6%)
- Indeed demand signal (monthly refresh pending)
- BLS typical entry-level education: No formal educational credential
- Credential trend signal (annual refresh)
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