Engenheiros de Testes Aeroespaciais
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
0.075
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
0.32
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, 64% 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 % |
|---|---|
Write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.17-2011 | 0.016379.1 |
Formulate mathematical models or other methods of computer analysis to develop, evaluate, or modify design, according to customer engineering requirements.17-2011 | 0.002612.4 |
Plan or coordinate activities concerned with investigating and resolving customers' reports of technical problems with aircraft or aerospace vehicles.17-2011 | 0.00178.5 |
| 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. | |
Direct or coordinate activities of engineering or technical personnel involved in designing, fabricating, modifying, or testing of aircraft or aerospace products. | —0 |
Plan or conduct experimental, environmental, operational, or stress tests on models or prototypes of aircraft or aerospace systems or equipment. | —0 |
Analyze project requests, proposals, or engineering data to determine feasibility, productibility, cost, or production time of aerospace or aeronautical products. | —0 |
Maintain records of performance reports for future reference. | —0 |
Formulate conceptual design of aeronautical or aerospace products or systems to meet customer requirements or conform to environmental regulations. | —0 |
Evaluate product data or design from inspections or reports for conformance to engineering principles, customer requirements, environmental regulations, or quality standards. | —0 |
Develop design criteria for aeronautical or aerospace products or systems, including testing methods, production costs, quality standards, environmental standards, or completion dates. | —0 |
Evaluate and approve selection of vendors by studying past performance or new advertisements. | —0 |
Design new or modify existing aerospace systems to reduce polluting emissions, such as nitrogen oxide, carbon monoxide, or smoke emissions. | —0 |
Design or engineer filtration systems that reduce harmful emissions. | —0 |
Evaluate biofuel performance specifications to determine feasibility for aerospace applications. | —0 |
Research new materials to determine quality or conformance to environmental standards. | —0 |
Review aerospace engineering designs to determine how to reduce negative environmental impacts. | —0 |
Diagnose performance problems by reviewing performance reports or documentation from customers or field engineers or inspecting malfunctioning or damaged products. | —0 |
Direct aerospace research and development programs. | —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 |
|---|---|
Formulate mathematical models or other methods of computer analysis to develop, evaluate, or modify design, according to customer engineering requirements.O*NET Task ID 1339 | 1.0 |
Write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.O*NET Task ID 1340 | 1.0 |
Maintain records of performance reports for future reference.O*NET Task ID 1346 | 1.0 |
Direct or coordinate activities of engineering or technical personnel involved in designing, fabricating, modifying, or testing of aircraft or aerospace products.O*NET Task ID 1335 | 0.5 |
Analyze project requests, proposals, or engineering data to determine feasibility, productibility, cost, or production time of aerospace or aeronautical products.O*NET Task ID 1341 | 0.5 |
Evaluate and approve selection of vendors by studying past performance or new advertisements.O*NET Task ID 1344 | 0.5 |
Plan or coordinate investigation and resolution of customers' reports of technical problems with aircraft or aerospace vehicles.O*NET Task ID 1345 | 0.5 |
Design new or modify existing aerospace systems to reduce polluting emissions, such as nitrogen oxide, carbon monoxide, or smoke emissions.O*NET Task ID 19601 | 0.5 |
Design or engineer filtration systems that reduce harmful emissions.O*NET Task ID 19602 | 0.5 |
Evaluate biofuel performance specifications to determine feasibility for aerospace applications.O*NET Task ID 19603 | 0.5 |
Plan or conduct experimental, environmental, operational, or stress tests on models or prototypes of aircraft or aerospace systems or equipment.O*NET Task ID 1337 | 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