Consultores de Gestion del Cambio
GerenciaExposición 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
0.243
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
0.46
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 24% 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 % |
|---|---|
Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.13-1111 | 0.164076.4 |
Plan study of work problems and procedures, such as organizational change, communications, information flow, integrated production methods, inventory control, or cost analysis.13-1111 | 0.01728.0 |
Recommend purchase of storage equipment and design area layout to locate equipment in space available.13-1111 | 0.01115.2 |
Gather and organize information on problems or procedures.13-1111 | 0.00864.0 |
Design, evaluate, recommend, and approve changes of forms and reports.13-1111 | 0.00472.2 |
Review forms and reports and confer with management and users about format, distribution, and purpose, and to identify problems and improvements.13-1111 | 0.00361.7 |
Develop and implement records management program for filing, protection, and retrieval of records, and assure compliance with program.13-1111 | 0.00341.6 |
Prepare manuals and train workers in use of new forms, reports, procedures or equipment, according to organizational policy.13-1111 | 0.00200.9 |
| Not observed on any surface — 3 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. | |
Analyze data gathered and develop solutions or alternative methods of proceeding. | —0 |
Confer with personnel concerned to ensure successful functioning of newly implemented systems or procedures. | —0 |
Interview personnel and conduct on-site observation to ascertain unit functions, work performed, and methods, equipment, and personnel used. | —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 |
|---|---|
Design, evaluate, recommend, and approve changes of forms and reports.O*NET Task ID 7284 | 1.0 |
Gather and organize information on problems or procedures.O*NET Task ID 7276 | 0.5 |
Analyze data gathered and develop solutions or alternative methods of proceeding.O*NET Task ID 7277 | 0.5 |
Develop and implement records management program for filing, protection, and retrieval of records, and assure compliance with program.O*NET Task ID 7279 | 0.5 |
Review forms and reports and confer with management and users about format, distribution, and purpose, identifying problems and improvements.O*NET Task ID 7280 | 0.5 |
Document findings of study and prepare recommendations for implementation of new systems, procedures, or organizational changes.O*NET Task ID 7282 | 0.5 |
Plan study of work problems and procedures, such as organizational change, communications, information flow, integrated production methods, inventory control, or cost analysis.O*NET Task ID 7285 | 0.5 |
Recommend purchase of storage equipment and design area layout to locate equipment in space available.O*NET Task ID 7286 | 0.5 |
Confer with personnel concerned to ensure successful functioning of newly implemented systems or procedures.O*NET Task ID 7278 | 0.0 |
Interview personnel and conduct on-site observation to ascertain unit functions, work performed, and methods, equipment, and personnel used.O*NET Task ID 7281 | 0.0 |
Prepare manuals and train workers in use of new forms, reports, procedures or equipment, according to organizational policy.O*NET Task ID 7283 | 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