Geografos
Ciencias de la Vida, Físicas y SocialesExposición a la IA
- Fuente de datos: BLSPublicado: 2026-08
Muy alto· 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
0.110
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
0.48
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 21% 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 expuestas| Task | Claude.aiRaw / share % |
|---|---|
Study the economic, political, and cultural characteristics of a specific region's population.19-3092 | 0.036052.0 |
Write and present reports of research findings.19-3092 | 0.021831.5 |
Provide consulting services in fields such as resource development and management, business location and market area analysis, environmental hazards, regional cultural history, and urban social planning.19-3092 | 0.00426.0 |
Analyze geographic distributions of physical and cultural phenomena on local, regional, continental, or global scales.19-3092 | 0.00274.0 |
Gather and compile geographic data from sources including censuses, field observations, satellite imagery, aerial photographs, and existing maps.19-3092 | 0.00253.6 |
Create and modify maps, graphs, or diagrams, using geographical information software and related equipment, and principles of cartography such as coordinate systems, longitude, latitude, elevation, topography, and map scales.19-3092 | 0.00213.0 |
| Not observed on any surface — 6 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. | |
Develop, operate, and maintain geographical information computer systems, including hardware, software, plotters, digitizers, printers, and video cameras. | —0 |
Locate and obtain existing geographic information databases. | —0 |
Teach geography. | —0 |
Conduct field work at outdoor sites. | —0 |
Collect data on physical characteristics of specified areas, such as geological formations, climates, and vegetation, using surveying or meteorological equipment. | —0 |
Provide geographical information systems support to the private and public sectors. | —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 |
|---|---|
Write and present reports of research findings.O*NET Task ID 5504 | 1.0 |
Develop, operate, and maintain geographical information computer systems, including hardware, software, plotters, digitizers, printers, and video cameras.O*NET Task ID 5505 | 1.0 |
Create and modify maps, graphs, or diagrams, using geographical information software and related equipment, and principles of cartography, such as coordinate systems, longitude, latitude, elevation, topography, and map scales.O*NET Task ID 5503 | 0.5 |
Locate and obtain existing geographic information databases.O*NET Task ID 5506 | 0.5 |
Analyze geographic distributions of physical and cultural phenomena on local, regional, continental, or global scales.O*NET Task ID 5507 | 0.5 |
Teach geography.O*NET Task ID 5508 | 0.5 |
Gather and compile geographic data from sources such as censuses, field observations, satellite imagery, aerial photographs, and existing maps.O*NET Task ID 5509 | 0.5 |
Study the economic, political, and cultural characteristics of a specific region's population.O*NET Task ID 5511 | 0.5 |
Provide consulting services in fields such as resource development and management, business location and market area analysis, environmental hazards, regional cultural history, and urban social planning.O*NET Task ID 5512 | 0.5 |
Provide geographical information systems support to the private and public sectors.O*NET Task ID 5514 | 0.5 |
Conduct field work at outdoor sites.O*NET Task ID 5510 | 0.0 |
Collect data on physical characteristics of specified areas, such as geological formations, climates, and vegetation, using surveying or meteorological equipment.O*NET Task ID 5513 | 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