Geneticistas
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
0.245
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 % |
|---|---|
Develop new software applications or customize existing applications to meet specific scientific project needs.19-1029 | 0.057515.8 |
Analyze large molecular datasets such as raw microarray data, genomic sequence data, and proteomics data for clinical or basic research purposes.19-1029 | 0.048313.3 |
Develop data models and databases.19-1029 | 0.03499.6 |
Consult with researchers to analyze problems, recommend technology-based solutions, or determine computational strategies.19-1029 | 0.02928.0 |
Manipulate publicly accessible, commercial, or proprietary genomic, proteomic, or post-genomic databases.19-1029 | 0.02055.6 |
Create or use statistical models for the analysis of genetic data.19-1029 | 0.01764.8 |
Search scientific literature to select and modify methods and procedures most appropriate for genetic research goals.19-1029 | 0.01754.8 |
Evaluate genetic data by performing appropriate mathematical or statistical calculations and analyses.19-1029 | 0.01724.7 |
Prepare reports, manuscripts, and meeting presentations.19-1029 | 0.01093.0 |
Design and apply bioinformatics algorithms including unsupervised and supervised machine learning, dynamic programming, or graphic algorithms.19-1029 | 0.00932.5 |
| Not observed on any surface — 35 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. | |
Keep abreast of new biochemistries, instrumentation, or software by reading scientific literature and attending professional conferences. | —0 |
Direct the work of technicians and information technology staff applying bioinformatics tools or applications in areas such as proteomics, transcriptomics, metabolomics, and clinical bioinformatics. | —0 |
Confer with departments such as marketing, business development, and operations to coordinate product development or improvement. | —0 |
Prepare summary statistics of information regarding human genomes. | —0 |
Improve user interfaces to bioinformatics software and databases. | —0 |
Verify all financial, physical, and human resources assigned to research or development projects are used as planned. | —0 |
Coordinate molecular or cellular research activities with scientists specializing in other fields. | —0 |
Supervise technical personnel and postdoctoral research fellows. | —0 |
Provide scientific direction for project teams regarding the evaluation or handling of devices, drugs, or cells for in vitro and in vivo disease models. | —0 |
Monitor or operate specialized equipment such as gas chromatographs and high pressure liquid chromatographs, electrophoresis units, thermocyclers, fluorescence activated cell sorters, and phosphorimagers. | —0 |
Maintain accurate laboratory records and data. | —0 |
Instruct undergraduate and graduate students within the areas of cellular or molecular biology. | —0 |
Evaluate new technologies to enhance or complement current research. | —0 |
Develop assays that monitor cell characteristics. | —0 |
Design molecular or cellular laboratory experiments, oversee their execution, and interpret results. | —0 |
Conduct research on cell organization and function, including mechanisms of gene expression, cellular bioinformatics, cell signaling, or cell differentiation. | —0 |
Evaluate new supplies and equipment to ensure operability in specific laboratory settings. | —0 |
Confer with vendors to evaluate new equipment or reagents or to discuss the customization of product lines to meet user requirements. | —0 |
Design databases such as mutagenesis libraries. | —0 |
Write grants and papers or attend fundraising events to seek research funds. | —0 |
Verify that cytogenetic, molecular genetic, and related equipment and instrumentation is maintained in working condition to ensure accuracy and quality of experimental results. | —0 |
Maintain laboratory safety programs and train personnel in laboratory safety techniques. | —0 |
Design and maintain genetics computer databases. | —0 |
Confer with information technology specialists to develop computer applications for genetic data analysis. | —0 |
Collaborate with biologists and other professionals to conduct appropriate genetic and biochemical analyses. | —0 |
Attend clinical and research conferences and read scientific literature to keep abreast of technological advances and current genetic research findings. | —0 |
Supervise or direct the work of other geneticists, biologists, technicians, or biometricians working on genetics research projects. | —0 |
Maintain laboratory notebooks that record research methods, procedures, and results. | —0 |
Extract deoxyribonucleic acid (DNA) or perform diagnostic tests involving processes such as gel electrophoresis, Southern blot analysis, and polymerase chain reaction analysis. | —0 |
Design sampling plans or coordinate the field collection of samples such as tissue specimens. | —0 |
Plan curatorial programs for species collections that include acquisition, distribution, maintenance, or regeneration. | —0 |
Participate in the development of endangered species breeding programs or species survival plans. | —0 |
Instruct medical students, graduate students, or others in methods or procedures for diagnosis and management of genetic disorders. | —0 |
Evaluate, diagnose, or treat genetic diseases. | —0 |
Conduct family medical studies to evaluate the genetic basis for traits or diseases. | —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 |
|---|---|
Write grants and papers or attend fundraising events to seek research funds.O*NET Task ID 16817 | 1.0 |
Design and maintain genetics computer databases.O*NET Task ID 16824 | 1.0 |
Confer with information technology specialists to develop computer applications for genetic data analysis.O*NET Task ID 16825 | 1.0 |
Maintain laboratory notebooks that record research methods, procedures, and results.O*NET Task ID 16832 | 1.0 |
Create or use statistical models for the analysis of genetic data.O*NET Task ID 16837 | 1.0 |
Plan curatorial programs for species collections that include acquisition, distribution, maintenance, or regeneration.O*NET Task ID 16819 | 0.5 |
Participate in the development of endangered species breeding programs or species survival plans.O*NET Task ID 16820 | 0.5 |
Instruct medical students, graduate students, or others in methods or procedures for diagnosis and management of genetic disorders.O*NET Task ID 16822 | 0.5 |
Evaluate, diagnose, or treat genetic diseases.O*NET Task ID 16823 | 0.5 |
Collaborate with biologists and other professionals to conduct appropriate genetic and biochemical analyses.O*NET Task ID 16826 | 0.5 |
Verify that cytogenetic, molecular genetic, and related equipment and instrumentation is maintained in working condition to ensure accuracy and quality of experimental results.O*NET Task ID 16818 | 0.0 |
Maintain laboratory safety programs and train personnel in laboratory safety techniques.O*NET Task ID 16821 | 0.0 |
Extract deoxyribonucleic acid (DNA) or perform diagnostic tests involving processes such as gel electrophoresis, Southern blot analysis, and polymerase chain reaction analysis.O*NET Task ID 16833 | 0.0 |
Design sampling plans or coordinate the field collection of samples such as tissue specimens.O*NET Task ID 16836 | 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