Bioquimicos e Biofisicos
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
0.076
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
0.40
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, 39% 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 % |
|---|---|
Prepare reports or recommendations, based upon research outcomes.19-1021 | 0.078142.7 |
Teach or advise undergraduate or graduate students or supervise their research.19-1021 | 0.043523.8 |
Research the chemical effects of substances, such as drugs, serums, hormones, or food, on tissues or vital processes.19-1021 | 0.01317.2 |
Study the mutations in organisms that lead to cancer or other diseases.19-1021 | 0.01266.9 |
Investigate the nature, composition, or expression of genes or research how genetic engineering can impact these processes.19-1021 | 0.01096.0 |
Research how characteristics of plants or animals are carried through successive generations.19-1021 | 0.01085.9 |
Study physical principles of living cells or organisms and their electrical or mechanical energy, applying methods and knowledge of mathematics, physics, chemistry, or biology.19-1021 | 0.00522.9 |
Design or build laboratory equipment needed for special research projects.19-1021 | 0.00351.9 |
Study the chemistry of living processes, such as cell development, breathing and digestion, or living energy changes, such as growth, aging, or death.19-1021 | 0.00311.7 |
Share research findings by writing scientific articles or by making presentations at scientific conferences.19-1021 | 0.00181.0 |
| Not observed on any surface — 13 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. | |
Develop new methods to study the mechanisms of biological processes. | —0 |
Manage laboratory teams or monitor the quality of a team's work. | —0 |
Develop or execute tests to detect diseases, genetic disorders, or other abnormalities. | —0 |
Study spatial configurations of submicroscopic molecules, such as proteins, using x-rays or electron microscopes. | —0 |
Determine the three-dimensional structure of biological macromolecules. | —0 |
Isolate, analyze, or synthesize vitamins, hormones, allergens, minerals, or enzymes and determine their effects on body functions. | —0 |
Design or perform experiments with equipment such as lasers, accelerators, or mass spectrometers. | —0 |
Develop or test new drugs or medications intended for commercial distribution. | —0 |
Prepare pharmaceutical compounds for commercial distribution. | —0 |
Develop methods to process, store, or use foods, drugs, or chemical compounds. | —0 |
Produce pharmaceutically or industrially useful proteins, using recombinant DNA technology. | —0 |
Research transformations of substances in cells, using atomic isotopes. | —0 |
Examine the molecular or chemical aspects of immune system functioning. | —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 reports or recommendations, based upon research outcomes.O*NET Task ID 12929 | 1.0 |
Share research findings by writing scientific articles or by making presentations at scientific conferences.O*NET Task ID 12932 | 1.0 |
Write grant proposals to obtain funding for research.O*NET Task ID 21168 | 1.0 |
Develop new methods to study the mechanisms of biological processes.O*NET Task ID 12930 | 0.5 |
Manage laboratory teams or monitor the quality of a team's work.O*NET Task ID 12931 | 0.5 |
Develop or execute tests to detect diseases, genetic disorders, or other abnormalities.O*NET Task ID 12933 | 0.5 |
Develop or test new drugs or medications intended for commercial distribution.O*NET Task ID 12934 | 0.5 |
Study the mutations in organisms that lead to cancer or other diseases.O*NET Task ID 12935 | 0.5 |
Study spatial configurations of submicroscopic molecules, such as proteins, using x-rays or electron microscopes.O*NET Task ID 12936 | 0.5 |
Study the chemistry of living processes, such as cell development, breathing and digestion, or living energy changes, such as growth, aging, or death.O*NET Task ID 12937 | 0.5 |
Prepare pharmaceutical compounds for commercial distribution.O*NET Task ID 12939 | 0.0 |
Produce pharmaceutically or industrially useful proteins, using recombinant DNA technology.O*NET Task ID 12945 | 0.0 |
Isolate, analyze, or synthesize vitamins, hormones, allergens, minerals, or enzymes and determine their effects on body functions.O*NET Task ID 12946 | 0.0 |
Design or perform experiments with equipment, such as lasers, accelerators, or mass spectrometers.O*NET Task ID 12947 | 0.0 |
Research transformations of substances in cells, using atomic isotopes.O*NET Task ID 12949 | 0.0 |
Design or build laboratory equipment needed for special research projects.O*NET Task ID 12951 | 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