Escriturários de Contabilidade

Escritório e Suporte Administrativo

Exposição à IA

  • Fonte dos dados: BLSPublicado: '26.08

    Muito alto· relativa

    BaixoQuatro faixas relativasMuito alto

    Valor por grupo ocupacional

    Escala, base e fonte

    Quatro faixas relativas (Baixo / Moderado / Alto / Muito alto)

    831 ocupações detalhadas da tabela de projeções de emprego do BLS. O valor é atribuído por código da National Employment Matrix (NEM), pelo que as ocupações que partilham um código NEM recebem a mesma banda

    Conjunto de dados de origem (transferência XLSX)

  • Fonte dos dados: AnthropicPublicado: '26.03

    0.310

    0.000Intervalo dos valores aqui apresentados0.745
    Escala, base e fonte

    Índice de exposição observada, 0–1 tal como publicado

    Mapeado sobre tarefas O*NET

    Conjunto de dados de origem

  • Fonte dos dados: ILOPublicado: '25

    0.49

    0.09Intervalo dos valores aqui apresentados0.70

    Valor por grupo ocupacional

    Escala, base e fonte

    Índice de exposição à IA generativa, 0–1 tal como publicado

    Grupo de base CITP-08 — todas as ocupações com o mesmo código recebem este valor

    Calculado por este site, não publicado pela OIT: das 1.012 ocupações que este site liga ao conjunto de dados da OIT, 21% atingem ou superam este valor.

    Conjunto de dados de origem

Que tipo de valor esta fonte publica

A categoria de BLS é uma posição relativa, não um nível absoluto, e também não é uma medição de primeira mão: agrupa em quatro faixas as posições percentis da ocupação em vários estudos publicados. Não é uma previsão de emprego ou de salários, não é uma probabilidade de adoção e não distingue automação de aumento.

Task-level exposure

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

43-3031

0.046034.4
Perform financial calculations, such as amounts due, interest charges, balances, discounts, equity, and principal.

43-3031

0.026720.0
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

0.015811.8
Calculate costs of materials, overhead, and other expenses, based on estimates, quotations and price lists.

43-3031

0.01229.2
Compile budget data and documents, based on estimated revenues and expenses and previous budgets.

43-3031

0.00936.9
Calculate, prepare, and issue bills, invoices, account statements, and other financial statements according to established procedures.

43-3031

0.00795.9
Operate computers programmed with accounting software to record, store, and analyze information.

43-3031

0.00574.3
Debit, credit, and total accounts on computer spreadsheets and databases, using specialized accounting software.

43-3031

0.00564.2
Perform general office duties, such as filing, answering telephones, and handling routine correspondence.

43-3031

0.00251.9
Reconcile records of bank transactions.

43-3031

0.00201.5
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
Comply with federal, state, and company policies, procedures, and regulations.
—0
Code documents according to company procedures.
—0
Access computerized financial information to answer general questions as well as those related to specific accounts.
—0
Operate 10-key calculators, typewriters, and copy machines to perform calculations and produce documents.
—0
Reconcile or note and report discrepancies found in records.
—0
Receive, record, and bank cash, checks, and vouchers.
—0
Match order forms with invoices, and record the necessary information.
—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
Calculate and prepare checks for utilities, taxes, and other payments.
—0
Compare computer printouts to manually maintained journals to determine if they match.
—0
Prepare trial balances of books.
—0
Monitor status of loans and accounts to ensure that payments are up to date.
—0
Transfer details from separate journals to general ledgers or data processing sheets.
—0
Complete and submit tax forms and returns, workers' compensation forms, pension contribution forms, and other government documents.
—0
Maintain inventory records.
—0
Perform personal bookkeeping services.
—0
Compute deductions for income and social security taxes.
—0
Prepare purchase orders and expense reports.
—0
Prepare and process payroll information.
—0

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

Occupation information

Alterações recentes que afetam esta ocupação

abr. de 2026: Bookkeeping clerks classified in office/administrative high-risk segment by OpenAI framework — repetitive structured ledger and reconciliation work.

[Fonte: OpenAI Jobs Transition Framework, April 2026]

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

[Fonte: Brookings Institution]

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

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