Contadores y Auditores
Negocios y FinanzasExposición a la IA
- Fuente de datos: BLSPublicado: '26.08
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: '26.03
0.348
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: '25
0.51
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 17% 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 23 tareas ocultas| Task | Claude.aiRaw / share % |
|---|---|
Develop, implement, modify, and document recordkeeping and accounting systems, making use of current computer technology.13-2011 | 0.134143.8 |
Analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.13-2011 | 0.065921.5 |
Prepare, analyze, and verify annual reports, financial statements, and other records, using accepted accounting and statistical procedures to assess financial condition and facilitate financial planning.13-2011 | 0.037112.1 |
Produce up-to-the-minute information, using internal computer systems, to allow management to base decisions on actual, not historical, data.13-2011 | 0.036111.8 |
Develop, maintain, and analyze budgets, preparing periodic reports that compare budgeted costs to actual costs.13-2011 | 0.00812.7 |
Prepare detailed reports on audit findings.13-2011 | 0.00672.2 |
Review data about material assets, net worth, liabilities, capital stock, surplus, income, and expenditures.13-2011 | 0.00441.4 |
Establish tables of accounts and assign entries to proper accounts.13-2011 | 0.00270.9 |
Prepare forms and manuals for accounting and bookkeeping personnel and direct their work activities.13-2011 | 0.00250.8 |
Provide internal and external auditing services for businesses or individuals.13-2011 | 0.00230.7 |
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 detailed reports on audit findings.O*NET Task ID 21505 | 1.0 |
Prepare adjusting journal entries.O*NET Task ID 21515 | 1.0 |
Establish tables of accounts and assign entries to proper accounts.O*NET Task ID 21517 | 1.0 |
Report to management about asset utilization and audit results, and recommend changes in operations and financial activities.O*NET Task ID 21506 | 0.5 |
Collect and analyze data to detect deficient controls, duplicated effort, extravagance, fraud, or non-compliance with laws, regulations, and management policies.O*NET Task ID 21507 | 0.5 |
Inspect account books and accounting systems for efficiency, effectiveness, and use of accepted accounting procedures to record transactions.O*NET Task ID 21508 | 0.5 |
Supervise auditing of establishments, and determine scope of investigation required.O*NET Task ID 21509 | 0.5 |
Confer with company officials about financial and regulatory matters.O*NET Task ID 21510 | 0.5 |
Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.O*NET Task ID 21511 | 0.5 |
Inspect cash on hand, notes receivable and payable, negotiable securities, and canceled checks to confirm records are accurate.O*NET Task ID 21512 | 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
Occupation information
Cambios recientes que afectan a esta ocupación
abr 2026: NBER survey of 6,000 executives: 69% use AI but 90% report zero employment impact. Executives predict -0.7% employment decline over next 3 years.
[Fuente: NBER Working Paper 34836]mar 2026: Karpathy rates accountants 9/10 for AI exposure, among the highest-scoring occupations in his analysis of 342 US jobs.
[Fuente: Karpathy AI Exposure Score (Fortune)]mar 2026: While the arXiv study focused primarily on computer/math occupations, accountants (AI exposure 73/100) face similar dynamics: structural changes in AI adoption preceded the ChatGPT era. Workers with AI fluency are better positioned regardless of occupation.
[Fuente: Frank et al. (2026) arXiv:2601.02554]