Oficiales de Cumplimiento Financiero
Negocios y FinanzasExposición 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
0.121
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
0.43
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 30% 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 102 tareas ocultas| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Provide information, technical assistance, or training to supervisors, managers, or employees on topics such as employee supervision, hiring, grievance procedures, or staff development.13-1041 | 0.024420.8 | 0.00567.2 |
Examine records, reports, or other documents to establish facts or detect discrepancies.13-1041 | 0.013911.8 | —0 |
Prepare reports of activities, evaluations, recommendations, or decisions.13-1041 | 0.013211.3 | 0.013918.0 |
Prepare correspondence, reports of inspections or investigations or recommendations for action.13-1041 | 0.00948.0 | 0.00152.0 |
Interpret regulatory rules or rule changes and ensure that they are communicated through corporate policies and procedures.13-1041 | 0.00897.6 | 0.020726.8 |
Prepare correspondence to inform concerned parties of licensing decisions or appeals processes.13-1041 | 0.00847.2 | —0 |
Prepare responses to customer requests for information, such as product data, written regulatory affairs statements, surveys, or questionnaires.13-1041 | 0.00837.1 | 0.00384.9 |
Obtain and distribute updated information regarding domestic or international laws, guidelines, or standards.13-1041 | 0.00625.3 | 0.00384.9 |
Provide information concerning the circumstances of death to relatives of the deceased.13-1041 | 0.00574.9 | —0 |
Participate in the recruitment of employees through job fairs, career days, or advertising plans.13-1041 | 0.00332.8 | —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, organize, and maintain inspection records.O*NET Task ID 10831 | 1.0 |
Prepare written, oral, tabular, and graphic reports summarizing requirements and regulations, including enforcement and chain of custody documentation.O*NET Task ID 10833 | 1.0 |
Evaluate label information for accuracy and conformance to regulatory requirements.O*NET Task ID 10844 | 1.0 |
Respond to questions and inquiries, such as those concerning service charges and capacity fees, or refer them to supervisors.O*NET Task ID 10853 | 1.0 |
Prepare data to calculate sewer service charges and capacity fees.O*NET Task ID 20473 | 1.0 |
Determine the nature of code violations and actions to be taken, and issue written notices of violation, participating in enforcement hearings, as necessary.O*NET Task ID 10829 | 0.5 |
Examine permits, licenses, applications, and records to ensure compliance with licensing requirements.O*NET Task ID 10830 | 0.5 |
Monitor follow-up actions in cases where violations were found, and review compliance monitoring reports.O*NET Task ID 10834 | 0.5 |
Investigate complaints and suspected violations regarding illegal dumping, pollution, pesticides, product quality, or labeling laws.O*NET Task ID 10835 | 0.5 |
Inform individuals and groups of pollution control regulations and inspection findings, and explain how problems can be corrected.O*NET Task ID 10837 | 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