Empleados de Contabilidad

Oficina y Apoyo Administrativo

Exposición a la IA

  • Fuente de datos: BLSPublicado: '26.08

    Muy alto· relativa

    BajoCuatro bandas relativasMuy alto

    Valor 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

    Conjunto de datos de origen (descarga XLSX)

  • Fuente de datos: AnthropicPublicado: '26.03

    0.310

    0.000Rango de los valores aquí recogidos0.745
    Escala, base y fuente

    Índice de exposición observada, 0–1 tal como se publica

    Mapeado sobre tareas de O*NET

    Conjunto de datos de origen

  • Fuente de datos: ILOPublicado: '25

    0.49

    0.09Rango de los valores aquí recogidos0.70

    Valor 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.

    Conjunto de datos de origen

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
TaskClaude.aiRaw / share %APIRaw / share %
Classify, record, and summarize numerical and financial data to compile and keep financial records, using journals and ledgers or computers.

43-3031

0.029337.10.067571.4
Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.

43-3031

0.018623.50.00444.7
Compile statistical, financial, accounting, or auditing reports and tables pertaining to such matters as cash receipts, expenditures, accounts payable and receivable, and profits and losses.

43-3031

0.013016.40.011412.1
Compile budget data and documents, based on estimated revenues and expenses and previous budgets.

43-3031

0.008010.1—0
Calculate costs of materials, overhead, and other expenses, based on estimates, quotations and price lists.

43-3031

0.00465.8—0
Calculate, prepare, and issue bills, invoices, account statements, and other financial statements according to established procedures.

43-3031

0.00313.9—0
Operate computers programmed with accounting software to record, store, and analyze information.

43-3031

0.00263.30.00373.9
Access computerized financial information to answer general questions as well as those related to specific accounts.
—00.00313.2
Reconcile records of bank transactions.
—00.00262.8
Comply with federal, state, and company policies, procedures, and regulations.
—00.00171.8
Not observed on any surface — 20 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.
Check figures, postings, and documents for correct entry, mathematical accuracy, and proper codes.
—0—0
Debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.
—0—0
Code documents according to company procedures.
—0—0
Operate 10-key calculators, typewriters, and copy machines to perform calculations and produce documents.
—0—0
Reconcile or note and report discrepancies found in records.
—0—0
Perform general office duties, such as filing, answering telephones, and handling routine correspondence.
—0—0
Receive, record, and bank cash, checks, and vouchers.
—0—0
Match order forms with invoices, and record the necessary information.
—0—0
Prepare bank deposits by compiling data from cashiers, verifying and balancing receipts, and sending cash, checks, or other forms of payment to banks.
—0—0
Calculate and prepare checks for utilities, taxes, and other payments.
—0—0
Compare computer printouts to manually maintained journals to determine if they match.
—0—0
Prepare trial balances of books.
—0—0
Monitor status of loans and accounts to ensure that payments are up to date.
—0—0
Transfer details from separate journals to general ledgers or data processing sheets.
—0—0
Complete and submit tax forms and returns, workers' compensation forms, pension contribution forms, and other government documents.
—0—0
Maintain inventory records.
—0—0
Perform personal bookkeeping services.
—0—0
Compute deductions for income and social security taxes.
—0—0
Prepare purchase orders and expense reports.
—0—0
Prepare and process payroll information.
—0—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: Bookkeeping clerks classified in office/administrative high-risk segment by OpenAI framework — repetitive structured ledger and reconciliation work.

[Fuente: OpenAI Jobs Transition Framework, April 2026]

mar 2026: Brookings retraining analysis: workers displaced by AI from clerical roles face challenging transitions. TAA participants remained underemployed even 4 years after job loss.

[Fuente: Brookings Institution]

mar 2026: AI Layoff Trap research highlights bookkeeping as especially vulnerable to over-automation due to highly structured task composition in competitive markets.

[Fuente: Falk & Tsoukalas (2026), The AI Layoff Trap]