Consejeros Educativos, de Orientación y Profesionales
Educación y FormaciónExposición 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
0.118
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
0.45
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 25% 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
Ver 29 tareas ocultas| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Compile and study occupational, educational, and economic information to assist counselees in determining and carrying out vocational and educational objectives.21-1012 | 0.090045.0 | 0.010010.0 |
Counsel individuals or groups to help them understand and overcome personal, social, or behavioral problems affecting their educational or vocational situations.21-1012 | 0.060030.0 | 0.010010.0 |
Provide students with information on topics such as college degree programs and admission requirements, financial aid opportunities, trade and technical schools, and apprenticeship programs.21-1012 | 0.020010.0 | 0.00000.0 |
Counsel students regarding educational issues, such as course and program selection, class scheduling and registration, school adjustment, truancy, study habits, and career planning.21-1012 | 0.020010.0 | 0.00000.0 |
Evaluate students' or individuals' abilities, interests, and personality characteristics, using tests, records, interviews, or professional sources.21-1012 | 0.01005.0 | 0.070070.0 |
Interview clients to obtain information about employment history, educational background, and career goals, and to identify barriers to employment.21-1012 | 0.00000.0 | 0.010010.0 |
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 |
|---|---|
Prepare reports on students and activities as required by administration.O*NET Task ID 5623 | 1.0 |
Review transcripts to ensure that students meet graduation or college entrance requirements, and write letters of recommendation.O*NET Task ID 5631 | 1.0 |
Maintain accurate and complete student records as required by laws, district policies, and administrative regulations.O*NET Task ID 5606 | 0.5 |
Provide students with information on topics such as college degree programs and admission requirements, financial aid opportunities, trade and technical schools, and apprenticeship programs.O*NET Task ID 5616 | 0.5 |
Teach classes and present self-help or information sessions on subjects related to education and career planning.O*NET Task ID 5619 | 0.5 |
Conduct follow-up interviews with counselees to determine if their needs have been met.O*NET Task ID 5621 | 0.5 |
Assess needs for assistance, such as rehabilitation, financial aid, or additional vocational training, and refer clients to the appropriate services.O*NET Task ID 5625 | 0.5 |
Instruct individuals in career development techniques, such as job search and application strategies, resume writing, and interview skills.O*NET Task ID 5626 | 0.5 |
Compile and study occupational, educational, and economic information to assist counselees in determining and carrying out vocational and educational objectives.O*NET Task ID 5629 | 0.5 |
Provide information for teachers and staff members involved in helping students or graduates identify and pursue employment opportunities.O*NET Task ID 5630 | 0.5 |
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