Roofers: daily tasks & AI impact
This page breaks Roofers into the top 15 daily O*NET tasks and scores each for Generative AI automation probability. Those task scores roll up to an overall vulnerability index of 6/100 (Lower automation risk). Struck-through rows are ≥80% automatable; highlighted safer rows are under 30% or primarily physical.
High-automation exposure
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Durable human work
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.
| Task | Importance | AI probability | Nature |
|---|---|---|---|
| Inspect problem roofs to determine the best repair procedures. Core | 4.59 | — | — |
| Remove snow, water, or debris from roofs prior to applying roofing materials. Core | 4.24 | — | — |
| Set up scaffolding to provide safe access to roofs. Core | 4.18 | — | — |
| Estimate materials and labor required to complete roofing jobs. Core | 4.17 | — | — |
| Cement or nail flashing strips of metal or shingle over joints to make them watertight. Core | 4.11 | — | — |
| Install partially overlapping layers of material over roof insulation surfaces, using chalk lines, gauges on shingling hatchets, or lines on shingles. Core | 4.1 | — | — |
| Cut felt, shingles, or strips of flashing to fit angles formed by walls, vents, or intersecting roof surfaces. Core | 4.09 | — | — |
| Apply plastic coatings, membranes, fiberglass, or felt over sloped roofs before applying shingles. Core | 4.06 | — | — |
| Install, repair, or replace single-ply roofing systems, using waterproof sheet materials such as modified plastics, elastomeric, or other asphaltic compositions. Core | 4.04 | — | — |
| Attach roofing paper to roofs in overlapping strips to form bases for other materials. Core | 3.99 | — | — |
| Cover roofs or exterior walls of structures with slate, asphalt, aluminum, wood, gravel, gypsum, or related materials, using brushes, knives, punches, hammers, or other tools. Core | 3.99 | — | — |
| 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 | 3.99 | — | — |
| Apply reflective roof coatings, such as special paints or single-ply roofing sheets, to existing roofs to reduce solar heat absorption. Core | 3.96 | — | — |
| Apply alternate layers of hot asphalt or tar and roofing paper to roofs. Core | 3.95 | — | — |
| Install vapor barriers or layers of insulation on flat roofs. Core | 3.95 | — | — |
What remains human
No tasks currently fall under the safe threshold for this occupation.
FAQ
Which Roofers tasks are most exposed to AI?
No task in this set currently exceeds the 80% threshold, so risk is spread across moderate probabilities rather than a few catastrophic duties.
Which Roofers tasks are safest from Generative AI?
This profile has little “safe” task mass under our thresholds. Workers should treat AI fluency as mandatory and actively map transferable skills into lower-risk roles.
How should I read the Roofers task table?
Importance comes from O*NET incumbent ratings. Automation probability is model-generated for current Generative AI capability (not speculative AGI). Digital / physical / mixed labels describe the modality of the work, which strongly correlates with near-term automation potential.