Ingenieros Electricos
Ciencias de la Vida, Físicas y SocialesExposición a la IA
- Fuente de datos: BLSPublicado: 2026-08
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
0.059
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
0.31
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 65% 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 % | APIRaw / share % |
|---|---|---|
Develop software to control electrical systems.17-2071 | 0.0100100.0 | 0.010025.0 |
Investigate customer or public complaints to determine the nature and extent of problems.17-2071 | 0.00000.0 | 0.020050.0 |
Operate computer-assisted engineering or design software or equipment to perform engineering tasks.17-2071 | 0.00000.0 | 0.010025.0 |
Design, implement, maintain, or improve electrical instruments, equipment, facilities, components, products, or systems for commercial, industrial, or domestic purposes.17-2071 | 0.00000.0 | —0 |
Perform detailed calculations to compute and establish manufacturing, construction, or installation standards or specifications.17-2071 | 0.00000.0 | —0 |
Prepare technical drawings, specifications of electrical systems, or topographical maps to ensure that installation and operations conform to standards and customer requirements.17-2071 | 0.00000.0 | —0 |
Collect data relating to commercial or residential development, population, or power system interconnection to determine operating efficiency of electrical systems. | —0 | 0.00000.0 |
| Not observed on any surface — 15 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. | ||
Confer with engineers, customers, or others to discuss existing or potential engineering projects or products. | —0 | —0 |
Direct or coordinate manufacturing, construction, installation, maintenance, support, documentation, or testing activities to ensure compliance with specifications, codes, or customer requirements. | —0 | —0 |
Plan or implement research methodology or procedures to apply principles of electrical theory to engineering projects. | —0 | —0 |
Prepare specifications for purchases of materials or equipment. | —0 | —0 |
Supervise or train project team members, as necessary. | —0 | —0 |
Investigate or test vendors' or competitors' products. | —0 | —0 |
Oversee project production efforts to assure projects are completed on time and within budget. | —0 | —0 |
Assist in developing capital project programs for new equipment or major repairs. | —0 | —0 |
Compile data and write reports regarding existing or potential electrical engineering studies or projects. | —0 | —0 |
Estimate labor, material, or construction costs for budget preparation purposes. | —0 | —0 |
Inspect completed installations and observe operations to ensure conformance to design and equipment specifications and compliance with operational, safety, or environmental standards. | —0 | —0 |
Conduct field surveys or study maps, graphs, diagrams, or other data to identify and correct power system problems. | —0 | —0 |
Design electrical systems or components that minimize electric energy requirements, such as lighting systems designed to account for natural lighting. | —0 | —0 |
Develop systems that produce electricity with renewable energy sources, such as wind, solar, or biofuels. | —0 | —0 |
Integrate electrical systems with renewable energy systems to improve overall efficiency. | —0 | —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 |
|---|---|
Operate computer-assisted engineering or design software or equipment to perform engineering tasks.O*NET Task ID 1349 | 1.0 |
Perform detailed calculations to compute and establish manufacturing, construction, or installation standards or specifications.O*NET Task ID 1351 | 1.0 |
Plan or implement research methodology or procedures to apply principles of electrical theory to engineering projects.O*NET Task ID 1353 | 1.0 |
Prepare specifications for purchases of materials or equipment.O*NET Task ID 1354 | 1.0 |
Compile data and write reports regarding existing or potential electrical engineering studies or projects.O*NET Task ID 1363 | 1.0 |
Design, implement, maintain, or improve electrical instruments, equipment, facilities, components, products, or systems for commercial, industrial, or domestic purposes.O*NET Task ID 1348 | 0.5 |
Direct or coordinate manufacturing, construction, installation, maintenance, support, documentation, or testing activities to ensure compliance with specifications, codes, or customer requirements.O*NET Task ID 1350 | 0.5 |
Investigate or test vendors' or competitors' products.O*NET Task ID 1356 | 0.5 |
Oversee project production efforts to assure projects are completed on time and within budget.O*NET Task ID 1357 | 0.5 |
Prepare technical drawings, specifications of electrical systems, or topographical maps to ensure that installation and operations conform to standards and customer requirements.O*NET Task ID 1358 | 0.5 |
Confer with engineers, customers, or others to discuss existing or potential engineering projects or products.O*NET Task ID 1347 | 0.0 |
Supervise or train project team members, as necessary.O*NET Task ID 1355 | 0.0 |
Inspect completed installations and observe operations to ensure conformance to design and equipment specifications and compliance with operational, safety, or environmental standards.O*NET Task ID 20731 | 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