Assistentes Estatisticos
Escritório e Suporte AdministrativoExposição à IA
- Fonte dos dados: BLSPublicado: 2026-08
Muito alto· relativa
BaixoQuatro faixas relativasMuito altoValor 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
- Fonte dos dados: AnthropicPublicado: 2026-03
0.510
0.000Intervalo dos valores aqui apresentados0.745Escala, base e fonte
Índice de exposição observada, 0–1 tal como publicado
Mapeado sobre tarefas O*NET
- Fonte dos dados: ILOPublicado: 2025
0.57
0.09Intervalo dos valores aqui apresentados0.70Valor 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, 7% atingem ou superam este valor.
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| Task | Claude.aiRaw / share % |
|---|---|
Perform routine system administrative functions such as troubleshooting, back-ups, and upgrades.43-9111 | 1.812454.3 |
Develop or apply data mining and machine learning algorithms.43-9111 | 0.628018.8 |
Compile reports, charts, or graphs that describe and interpret findings of analyses.43-9111 | 0.26578.0 |
Monitor database performance and perform any necessary maintenance, upgrades, or repairs.43-9111 | 0.19996.0 |
Compute and analyze data, using statistical formulas and computers or calculators.43-9111 | 0.10943.3 |
Write computer programs or scripts to be used in querying databases.43-9111 | 0.08132.4 |
Document all database changes, modifications, or problems.43-9111 | 0.06051.8 |
Create data management or error-checking procedures and user manuals.43-9111 | 0.05471.6 |
Discuss data presentation requirements with clients.43-9111 | 0.03060.9 |
Conduct quality analyses of data inputs and resulting analyses or predictions.43-9111 | 0.02680.8 |
| Not observed on any surface — 15 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. | |
Compile statistics from source materials, such as production or sales records, quality-control or test records, time sheets, or survey sheets. | —0 |
Check source data to verify completeness and accuracy. | —0 |
Participate in the publication of data or information. | —0 |
Organize paperwork, such as survey forms or reports, for distribution or analysis. | —0 |
Code data prior to computer entry, using lists of codes. | —0 |
Check survey responses for errors, such as the use of pens instead of pencils, and set aside response forms that cannot be used. | —0 |
Interview people and keep track of their responses. | —0 |
Send out surveys. | —0 |
Confer with researchers, clinicians, or information technology staff to determine data needs and programming requirements and to provide assistance with database-related research activities. | —0 |
Maintain awareness of new and emerging computational methods and technologies. | —0 |
Participate in the preparation of reports or scientific publications. | —0 |
Test new or updated software or tools and provide feedback to developers. | —0 |
Train bioinformatics staff or researchers in the use of databases. | —0 |
Confer with database users about project timelines and changes. | —0 |
Package bioinformatics data for submission to public repositories. | —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 |
|---|---|
Compute and analyze data, using statistical formulas and computers or calculators.O*NET Task ID 9788 | 1.0 |
Enter data into computers for use in analyses or reports.O*NET Task ID 9789 | 1.0 |
Compile statistics from source materials, such as production or sales records, quality-control or test records, time sheets, or survey sheets.O*NET Task ID 9790 | 1.0 |
Compile reports, charts, or graphs that describe and interpret findings of analyses.O*NET Task ID 9791 | 1.0 |
Check source data to verify completeness and accuracy.O*NET Task ID 9792 | 1.0 |
Participate in the publication of data or information.O*NET Task ID 9793 | 1.0 |
File data and related information, and maintain and update databases.O*NET Task ID 9795 | 1.0 |
Select statistical tests for analyzing data.O*NET Task ID 9796 | 1.0 |
Organize paperwork, such as survey forms or reports, for distribution or analysis.O*NET Task ID 9797 | 1.0 |
Code data prior to computer entry, using lists of codes.O*NET Task ID 9798 | 1.0 |
Discuss data presentation requirements with clients.O*NET Task ID 9794 | 0.0 |
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