Cientificos de Investigacion en Informatica
Informática y MatemáticasExposición 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
0.340
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
0.49
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 % | APIRaw / share % |
|---|---|---|
Conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.15-1111 | 0.331076.8 | 0.481895.1 |
Consult with users, management, vendors, and technicians to determine computing needs and system requirements.15-1111 | 0.059913.9 | 0.00911.8 |
Analyze problems to develop solutions involving computer hardware and software.15-1111 | 0.02054.8 | 0.00961.9 |
Develop and interpret organizational goals, policies, and procedures.15-1111 | 0.01022.4 | 0.00330.6 |
Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.15-1111 | 0.00350.8 | —0 |
Assign or schedule tasks to meet work priorities and goals.15-1111 | 0.00250.6 | 0.00300.6 |
Evaluate project plans and proposals to assess feasibility issues.15-1111 | 0.00190.4 | —0 |
Develop performance standards, and evaluate work in light of established standards.15-1111 | 0.00160.4 | —0 |
| Not observed on any surface — 7 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. | ||
Meet with managers, vendors, and others to solicit cooperation and resolve problems. | —0 | —0 |
Participate in staffing decisions and direct training of subordinates. | —0 | —0 |
Design computers and the software that runs them. | —0 | —0 |
Maintain network hardware and software, direct network security measures, and monitor networks to ensure availability to system users. | —0 | —0 |
Participate in multidisciplinary projects in areas such as virtual reality, human-computer interaction, or robotics. | —0 | —0 |
Approve, prepare, monitor, and adjust operational budgets. | —0 | —0 |
Direct daily operations of departments, coordinating project activities with other departments. | —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 |
|---|---|
Analyze problems to develop solutions involving computer hardware and software.O*NET Task ID 14623 | 1.0 |
Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.O*NET Task ID 14626 | 1.0 |
Conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.O*NET Task ID 14629 | 1.0 |
Develop performance standards, and evaluate work in light of established standards.O*NET Task ID 14632 | 1.0 |
Design computers and the software that runs them.O*NET Task ID 14633 | 1.0 |
Assign or schedule tasks to meet work priorities and goals.O*NET Task ID 14624 | 0.5 |
Evaluate project plans and proposals to assess feasibility issues.O*NET Task ID 14625 | 0.5 |
Consult with users, management, vendors, and technicians to determine computing needs and system requirements.O*NET Task ID 14627 | 0.5 |
Develop and interpret organizational goals, policies, and procedures.O*NET Task ID 14630 | 0.5 |
Maintain network hardware and software, direct network security measures, and monitor networks to ensure availability to system users.O*NET Task ID 14634 | 0.5 |
Meet with managers, vendors, and others to solicit cooperation and resolve problems.O*NET Task ID 14628 | 0.0 |
Participate in staffing decisions and direct training of subordinates.O*NET Task ID 14631 | 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