Techadores
Construcción, Mantenimiento y ReparaciónExposición a la IA
- Fuente de datos: BLSPublicado: 2026-08
Bajo· relativa
BajoCuatro bandas relativasMuy altoValor por grupo ocupacional
Escala, base y fuente
Cuatro bandas relativas (Bajo / Moderado / Alto / Muy alto)
831 ocupaciones detalladas de la tabla de proyecciones de empleo de BLS. El valor se asigna por código de la National Employment Matrix (NEM), de modo que las ocupaciones que comparten un código NEM reciben la misma banda
- Fuente de datos: AnthropicPublicado: 2026-03
0.016
0.000Rango de los valores aquí recogidos0.745Escala, base y fuente
Índice de exposición observada, 0–1 tal como se publica
Mapeado sobre tareas de O*NET
- Fuente de datos: ILOPublicado: 2025
0.13
0.09Rango de los valores aquí recogidos0.70Valor por grupo ocupacional
Escala, base y fuente
Índice de exposición a la IA generativa, 0–1 tal como se publica
Grupo primario de la CIUO-08 — todas las ocupaciones con ese código reciben este valor
Calculado por este sitio, no publicado por la OIT: de las 1012 ocupaciones que este sitio vincula al conjunto de datos de la OIT, un 97% alcanza o supera este valor.
Qué tipo de cifra publica esta fuente
La categoría de BLS es un rango relativo, no un nivel absoluto, y tampoco es una medición de primera mano: agrupa en cuatro bandas los rangos percentiles de la ocupación en varios estudios publicados. No es una previsión de empleo ni de salarios, no es una probabilidad de adopción y no distingue entre automatización y aumento.
Task-level exposure
Solo tareas expuestasValues 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®, Eloundou et al. (2023): see full notices on the Credits page