Ecologistas Industriais
Ciências da Vida, Físicas e SociaisExposição 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
0.055
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
0.38
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, 48% 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
Ver 79 tarefas ocultas| Task | Claude.aiRaw / share % |
|---|---|
Examine societal issues and their relationship with both technical systems and the environment.19-2041 | 0.084435.5 |
Plan or develop research models, using knowledge of mathematical and statistical concepts.19-2041 | 0.039016.4 |
Analyze changes designed to improve the environmental performance of complex systems to avoid unintended negative consequences.19-2041 | 0.01998.4 |
Communicate scientific or technical information to the public, organizations, or internal audiences through oral briefings, written documents, workshops, conferences, training sessions, or public hearings.19-2041 | 0.01948.2 |
Determine data collection methods to be employed in research projects or surveys.19-2041 | 0.01325.5 |
Propose new or modified policies involving use of traditional and alternative fuels, transportation of goods, and other factors relating to climate and climate change.19-2041 | 0.01225.1 |
Prepare study reports, memoranda, briefs, testimonies, or other written materials to inform government or environmental groups on environmental issues such as climate change.19-2041 | 0.00943.9 |
Review existing policies or legislation to identify environmental impacts.19-2041 | 0.00893.7 |
Evaluate violations or problems discovered during inspections to determine appropriate regulatory actions or to provide advice on the development and prosecution of regulatory cases.19-2041 | 0.00592.5 |
Collect, synthesize, analyze, manage, and report environmental data, such as pollution emission measurements, atmospheric monitoring measurements, meteorological or mineralogical information, or soil or water samples.19-2041 | 0.00502.1 |
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 |
|---|---|
Create complex and dynamic mathematical models of population, community, or ecological systems.O*NET Task ID 16891 | 1.0 |
Prepare technical and research reports, such as environmental impact reports, and communicate the results to individuals in industry, government, or the general public.O*NET Task ID 19978 | 1.0 |
Investigate accidents affecting the environment to assess ecological impact.O*NET Task ID 16879 | 0.5 |
Investigate the adaptability of various animal and plant species to changed environmental conditions.O*NET Task ID 16880 | 0.5 |
Review industrial practices, such as the methods and materials used in construction or production, to identify potential liabilities and environmental hazards.O*NET Task ID 16881 | 0.5 |
Research sources of pollution to determine environmental impact or to develop methods of pollution abatement or control.O*NET Task ID 16882 | 0.5 |
Provide industrial managers with technical materials on environmental issues, regulatory guidelines, or compliance actions.O*NET Task ID 16883 | 0.5 |
Plan or conduct studies of the ecological implications of historic or projected changes in industrial processes or development.O*NET Task ID 16884 | 0.5 |
Plan or conduct field research on topics such as industrial production, industrial ecology, population ecology, and environmental production or sustainability.O*NET Task ID 16885 | 0.5 |
Monitor the environmental impact of development activities, pollution, or land degradation.O*NET Task ID 16886 | 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