Contadores de Gestion
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
0.348
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: 2025
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
Solo tareas expuestas| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Analyze business operations, trends, costs, revenues, financial commitments, and obligations to project future revenues and expenses or to provide advice.13-2011 | 0.029425.2 | 0.01569.8 |
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 | 0.020017.1 | 0.039624.9 |
Develop, implement, modify, and document recordkeeping and accounting systems, making use of current computer technology.13-2011 | 0.019716.8 | 0.038424.2 |
Appraise, evaluate, and inventory real property and equipment, recording information such as the description, value, and location of property.13-2011 | 0.00716.0 | 0.00372.3 |
Prepare, examine, or analyze accounting records, financial statements, or other financial reports to assess accuracy, completeness, and conformance to reporting and procedural standards.13-2011 | 0.00635.4 | 0.00976.1 |
Prepare detailed reports on audit findings.13-2011 | 0.00605.1 | 0.00191.2 |
Develop, maintain, and analyze budgets, preparing periodic reports that compare budgeted costs to actual costs.13-2011 | 0.00494.2 | 0.00432.7 |
Produce up-to-the-minute information, using internal computer systems, to allow management to base decisions on actual, not historical, data.13-2011 | 0.00484.1 | 0.018411.6 |
Prepare forms and manuals for accounting and bookkeeping personnel and direct their work activities.13-2011 | 0.00393.4 | —0 |
Review data about material assets, net worth, liabilities, capital stock, surplus, income, and expenditures.13-2011 | 0.00373.2 | 0.01288.1 |
| Not observed on any surface — 19 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. | ||
Report to management regarding the finances of establishment. | —0 | —0 |
Compute taxes owed and prepare tax returns, ensuring compliance with payment, reporting, or other tax requirements. | —0 | —0 |
Advise management about issues such as resource utilization, tax strategies, and the assumptions underlying budget forecasts. | —0 | —0 |
Advise clients in areas such as compensation, employee health care benefits, the design of accounting or data processing systems, or long-range tax or estate plans. | —0 | —0 |
Represent clients before taxing authorities and provide support during litigation involving financial issues. | —0 | —0 |
Maintain or examine the records of government agencies. | —0 | —0 |
Serve as bankruptcy trustees or business valuators. | —0 | —0 |
Report to management about asset utilization and audit results, and recommend changes in operations and financial activities. | —0 | —0 |
Inspect account books and accounting systems for efficiency, effectiveness, and use of accepted accounting procedures to record transactions. | —0 | —0 |
Supervise auditing of establishments, and determine scope of investigation required. | —0 | —0 |
Confer with company officials about financial and regulatory matters. | —0 | —0 |
Inspect cash on hand, notes receivable and payable, negotiable securities, and canceled checks to confirm records are accurate. | —0 | —0 |
Examine inventory to verify journal and ledger entries. | —0 | —0 |
Examine whether the organization's objectives are reflected in its management activities, and whether employees understand the objectives. | —0 | —0 |
Direct activities of personnel engaged in filing, recording, compiling and transmitting financial records. | —0 | —0 |
Conduct pre-implementation audits to determine if systems and programs under development will work as planned. | —0 | —0 |
Review taxpayer accounts, and conduct audits on-site, by correspondence, or by summoning taxpayer to office. | —0 | —0 |
Evaluate taxpayer finances to determine tax liability, using knowledge of interest and discount rates, annuities, valuation of stocks and bonds, and amortization valuation of depletable assets. | —0 | —0 |
Audit payroll and personnel records to determine unemployment insurance premiums, workers' compensation coverage, liabilities, and compliance with tax laws. | —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 |
|---|---|
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
Información ocupacional
Cambios recientes relacionados con esta ocupación
oct 2024: Brookings (Oct 2024) finds business and financial operations among the occupational groups with relatively high exposure to generative AI, measured as the share of tasks whose completion time LLMs can cut by 50% or more.
[Fuente: Brookings 2024 — Generative AI, the American worker]These summaries were written by AI Changing Work from the source linked with each one, and any figures in them are given as AI Changing Work summarised them; they can differ from the source's own wording and from figures shown elsewhere on this page, so check the source before relying on them. AI Changing Work matched this page's occupation to an O*NET occupation and chose, by its own judgment, case by case, which summaries relate to that O*NET occupation; a summary appearing here does not mean that its source names this occupation.