Couvreurs
Construction, Maintenance et RéparationExposition à l'IA
- Source des données: BLSPublié: 2026-08
Faible· relative
FaibleQuatre bandes relativesTrès élevéeValeur par groupe professionnel
Échelle, base et source
Quatre bandes relatives (Faible / Modérée / Élevée / Très élevée)
831 métiers détaillés du tableau des projections d'emploi du BLS. La valeur est attribuée par code de la National Employment Matrix (NEM), si bien que les métiers partageant un code NEM reçoivent la même bande
- Source des données: AnthropicPublié: 2026-03
0.016
0.000Étendue des valeurs présentées ici0.745Échelle, base et source
- Source des données: ILOPublié: 2025
0.13
0.09Étendue des valeurs présentées ici0.70Valeur par groupe professionnel
Échelle, base et source
Indice d'exposition à l'IA générative, 0–1 tel que publié
Groupe de base CITP-08 — tous les métiers partageant le code reçoivent cette valeur
Calculé par ce site, non publié par l'OIT : sur les 1 012 professions que ce site relie au jeu de données de l'OIT, 97% atteignent ou dépassent cette valeur.
Quelle est la nature de la valeur publiée par cette source
La catégorie BLS est un rang relatif et non un niveau absolu, et ce n'est pas une mesure de première main : elle regroupe en quatre bandes les rangs centiles du métier dans plusieurs études publiées. Ce n'est ni une prévision d'emploi ou de salaire, ni une probabilité d'adoption, et elle ne distingue pas automatisation et augmentation.
Task-level exposure
Tâches exposées uniquement| Task | Claude.aiRaw / share % |
|---|---|
Estimate materials and labor required to complete roofing jobs.47-2181 | 0.0017100.0 |
| Not observed on any surface — 27 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | |
Inspect problem roofs to determine the best repair procedures. | —0 |
Set up scaffolding to provide safe access to roofs. | —0 |
Cement or nail flashing strips of metal or shingle over joints to make them watertight. | —0 |
Install, repair, or replace single-ply roofing systems, using waterproof sheet materials such as modified plastics, elastomeric, or other asphaltic compositions. | —0 |
Cut felt, shingles, or strips of flashing to fit angles formed by walls, vents, or intersecting roof surfaces. | —0 |
Install vapor barriers or layers of insulation on flat roofs. | —0 |
Cover exposed nailheads with roofing cement or caulking to prevent water leakage or rust. | —0 |
Install partially overlapping layers of material over roof insulation surfaces, using chalk lines, gauges on shingling hatchets, or lines on shingles. | —0 |
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. | —0 |
Remove snow, water, or debris from roofs prior to applying roofing materials. | —0 |
Apply alternate layers of hot asphalt or tar and roofing paper to roofs. | —0 |
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. | —0 |
Mop or pour hot asphalt or tar onto roof bases. | —0 |
Apply plastic coatings, membranes, fiberglass, or felt over sloped roofs before applying shingles. | —0 |
Smooth rough spots to prepare surfaces for waterproofing, using hammers, chisels, or rubbing bricks. | —0 |
Glaze top layers to make a smooth finish or embed gravel in the bitumen for rough surfaces. | —0 |
Apply gravel or pebbles over top layers of roofs, using rakes or stiff-bristled brooms. | —0 |
Apply reflective roof coatings, such as special paints or single-ply roofing sheets, to existing roofs to reduce solar heat absorption. | —0 |
Install attic ventilation systems, such as turbine vents, gable or ridge vents, or conventional or solar-powered exhaust fans. | —0 |
Install skylights on roofs to increase natural light inside structures or to reduce energy costs. | —0 |
Attach roofing paper to roofs in overlapping strips to form bases for other materials. | —0 |
Spray roofs, sidings, or walls to bind, seal, insulate, or soundproof sections of structures, using spray guns, air compressors, or heaters. | —0 |
Punch holes in slate, tile, terra cotta, or wooden shingles, using punches and hammers. | —0 |
Apply modular soil- and plant-containing grids over existing roof membranes to create green roofs. | —0 |
Attach solar panels to existing roofs, according to specifications and without damaging roofing materials or the structural integrity of buildings. | —0 |
Install layers of vegetation-based green roofs, including protective membranes, drainage, aeration, water retention and filter layers, soil substrates, irrigation materials, and plants. | —0 |
Install solar roofing systems that have energy-collecting photovoltaic panels built into roofing membranes, shingles, or tiles. | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Inspect problem roofs to determine the best repair procedures.O*NET Task ID 13574 | 0.5 |
Estimate materials and labor required to complete roofing jobs.O*NET Task ID 20793 | 0.5 |
Set up scaffolding to provide safe access to roofs.O*NET Task ID 13575 | 0.0 |
Cement or nail flashing strips of metal or shingle over joints to make them watertight.O*NET Task ID 13578 | 0.0 |
Install, repair, or replace single-ply roofing systems, using waterproof sheet materials such as modified plastics, elastomeric, or other asphaltic compositions.O*NET Task ID 13579 | 0.0 |
Cut felt, shingles, or strips of flashing to fit angles formed by walls, vents, or intersecting roof surfaces.O*NET Task ID 13580 | 0.0 |
Install vapor barriers or layers of insulation on flat roofs.O*NET Task ID 13581 | 0.0 |
Cover exposed nailheads with roofing cement or caulking to prevent water leakage or rust.O*NET Task ID 13583 | 0.0 |
Install partially overlapping layers of material over roof insulation surfaces, using chalk lines, gauges on shingling hatchets, or lines on shingles.O*NET Task ID 13584 | 0.0 |
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.O*NET Task ID 13585 | 0.0 |
Remove snow, water, or debris from roofs prior to applying roofing materials.O*NET Task ID 13586 | 0.0 |
Apply alternate layers of hot asphalt or tar and roofing paper to roofs.O*NET Task ID 13587 | 0.0 |
Spray roofs, sidings, or walls to bind, seal, insulate, or soundproof sections of structures, using spray guns, air compressors, or heaters.O*NET Task ID 13589 | 0.0 |
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.O*NET Task ID 13590 | 0.0 |
Mop or pour hot asphalt or tar onto roof bases.O*NET Task ID 13591 | 0.0 |
Apply plastic coatings, membranes, fiberglass, or felt over sloped roofs before applying shingles.O*NET Task ID 13592 | 0.0 |
Smooth rough spots to prepare surfaces for waterproofing, using hammers, chisels, or rubbing bricks.O*NET Task ID 13593 | 0.0 |
Glaze top layers to make a smooth finish or embed gravel in the bitumen for rough surfaces.O*NET Task ID 13594 | 0.0 |
Apply gravel or pebbles over top layers of roofs, using rakes or stiff-bristled brooms.O*NET Task ID 13595 | 0.0 |
Punch holes in slate, tile, terra cotta, or wooden shingles, using punches and hammers.O*NET Task ID 13596 | 0.0 |
Apply modular soil- and plant-containing grids over existing roof membranes to create green roofs.O*NET Task ID 19850 | 0.0 |
Apply reflective roof coatings, such as special paints or single-ply roofing sheets, to existing roofs to reduce solar heat absorption.O*NET Task ID 19851 | 0.0 |
Attach solar panels to existing roofs, according to specifications and without damaging roofing materials or the structural integrity of buildings.O*NET Task ID 19852 | 0.0 |
Install attic ventilation systems, such as turbine vents, gable or ridge vents, or conventional or solar-powered exhaust fans.O*NET Task ID 19853 | 0.0 |
Install layers of vegetation-based green roofs, including protective membranes, drainage, aeration, water retention and filter layers, soil substrates, irrigation materials, and plants.O*NET Task ID 19854 | 0.0 |
Install skylights on roofs to increase natural light inside structures or to reduce energy costs.O*NET Task ID 19855 | 0.0 |
Install solar roofing systems that have energy-collecting photovoltaic panels built into roofing membranes, shingles, or tiles.O*NET Task ID 19856 | 0.0 |
Attach roofing paper to roofs in overlapping strips to form bases for other materials.O*NET Task ID 20794 | 0.0 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page