Bioestadisticos
Informática y MatemáticasExposición a la IA
- Fuente de datos: BLSPublicado: 2026-08
Muy alto· relativa
BajoCuatro bandas relativasMuy altoValor por grupo ocupacional
Escala, base y fuente
Cuatro bandas relativas (Bajo / Moderado / Alto / Muy alto)
831 ocupaciones detalladas de la tabla de proyecciones de empleo de BLS. El valor se asigna por código de la National Employment Matrix (NEM), de modo que las ocupaciones que comparten un código NEM reciben la misma banda
- Fuente de datos: AnthropicPublicado: 2026-03
0.211
0.000Rango de los valores aquí recogidos0.745Escala, base y fuente
Índice de exposición observada, 0–1 tal como se publica
Mapeado sobre tareas de O*NET
- Fuente de datos: ILOPublicado: 2025
0.56
0.09Rango de los valores aquí recogidos0.70Valor por grupo ocupacional
Escala, base y fuente
Índice de exposición a la IA generativa, 0–1 tal como se publica
Grupo primario de la CIUO-08 — todas las ocupaciones con ese código reciben este valor
Calculado por este sitio, no publicado por la OIT: de las 1012 ocupaciones que este sitio vincula al conjunto de datos de la OIT, un 8% alcanza o supera este valor.
Qué tipo de cifra publica esta fuente
La categoría de BLS es un rango relativo, no un nivel absoluto, y tampoco es una medición de primera mano: agrupa en cuatro bandas los rangos percentiles de la ocupación en varios estudios publicados. No es una previsión de empleo ni de salarios, no es una probabilidad de adopción y no distingue entre automatización y aumento.
Task-level exposure
Solo tareas expuestas| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Report results of statistical analyses, including information in the form of graphs, charts, and tables.15-2041 | 0.070015.2 | 0.01001.0 |
Identify relationships and trends in data, as well as any factors that could affect the results of research.15-2041 | 0.060013.0 | 0.140013.7 |
Design research projects that apply valid scientific techniques, and use information obtained from baselines or historical data to structure uncompromised and efficient analyses.15-2041 | 0.050010.9 | 0.01001.0 |
Write program code to analyze data with statistical analysis software.15-2041 | 0.050010.9 | 0.01001.0 |
Draw conclusions or make predictions, based on data summaries or statistical analyses.15-2041 | 0.04008.7 | 0.220021.6 |
Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.15-2041 | 0.04008.7 | 0.150014.7 |
Plan data collection methods for specific projects, and determine the types and sizes of sample groups to be used.15-2041 | 0.03006.5 | 0.00000.0 |
Evaluate sources of information to determine any limitations, in terms of reliability or usability.15-2041 | 0.02004.3 | 0.390038.2 |
Adapt statistical methods to solve specific problems in many fields, such as economics, biology, and engineering.15-2041 | 0.02004.3 | 0.00000.0 |
Prepare tables and graphs to present clinical data or results.15-2041 | 0.02004.3 | 0.00000.0 |
Collect data through surveys or experimentation.15-2041 | 0.00000.0 | 0.00000.0 |
Analyze archival data, such as birth, death, and disease records.15-2041 | 0.00000.0 | 0.00000.0 |
Analyze clinical or survey data, using statistical approaches such as longitudinal analysis, mixed-effect modeling, logistic regression analyses, and model-building techniques.15-2041 | 0.00000.0 | 0.00000.0 |
Write research proposals or grant applications for submission to external bodies.15-2041 | 0.00000.0 | —0 |
Plan or direct research studies related to life sciences.15-2041 | 0.00000.0 | —0 |
Design surveys to assess health issues.15-2041 | 0.00000.0 | —0 |
Design research studies in collaboration with physicians, life scientists, or other professionals.15-2041 | 0.00000.0 | —0 |
Review clinical or other medical research protocols and recommend appropriate statistical analyses.15-2041 | 0.00000.0 | —0 |
Provide biostatistical consultation to clients or colleagues.15-2041 | 0.00000.0 | —0 |
Present statistical and nonstatistical results, using charts, bullets, and graphs, in meetings or conferences to audiences such as clients, peers, and students.15-2041 | 0.00000.0 | —0 |
Prepare and structure data warehouses for storing data.15-2041 | 0.00000.0 | —0 |
| Not observed on any surface — 16 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. | ||
Supervise and provide instructions for workers collecting and tabulating data. | —0 | —0 |
Apply sampling techniques, or use complete enumeration bases to determine and define groups to be surveyed. | —0 | —0 |
Examine theories, such as those of probability and inference, to discover mathematical bases for new or improved methods of obtaining and evaluating numerical data. | —0 | —0 |
Report results of statistical analyses in peer-reviewed papers and technical manuals. | —0 | —0 |
Develop software applications or programming for statistical modeling and graphic analysis. | —0 | —0 |
Teach graduate or continuing education courses or seminars in biostatistics. | —0 | —0 |
Read current literature, attend meetings or conferences, and talk with colleagues to keep abreast of methodological or conceptual developments in fields such as biostatistics, pharmacology, life sciences, and social sciences. | —0 | —0 |
Prepare statistical data for inclusion in reports to data monitoring committees, federal regulatory agencies, managers, or clients. | —0 | —0 |
Prepare articles for publication or presentation at professional conferences. | —0 | —0 |
Calculate sample size requirements for clinical studies. | —0 | —0 |
Determine project plans, timelines, or technical objectives for statistical aspects of biological research studies. | —0 | —0 |
Assign work to biostatistical assistants or programmers. | —0 | —0 |
Monitor clinical trials or experiments to ensure adherence to established procedures or to verify the quality of data collected. | —0 | —0 |
Develop or use mathematical models to track changes in biological phenomena, such as the spread of infectious diseases. | —0 | —0 |
Design or maintain databases of biological data. | —0 | —0 |
Apply research or simulation results to extend biological theory or recommend new research projects. | —0 | —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 research proposals or grant applications for submission to external bodies.O*NET Task ID 16241 | 1.0 |
Prepare articles for publication or presentation at professional conferences.O*NET Task ID 16245 | 1.0 |
Calculate sample size requirements for clinical studies.O*NET Task ID 16246 | 1.0 |
Assign work to biostatistical assistants or programmers.O*NET Task ID 16248 | 1.0 |
Write program code to analyze data with statistical analysis software.O*NET Task ID 16249 | 1.0 |
Write detailed analysis plans and descriptions of analyses and findings for research protocols or reports.O*NET Task ID 16250 | 1.0 |
Develop or implement data analysis algorithms.O*NET Task ID 16257 | 1.0 |
Design or maintain databases of biological data.O*NET Task ID 16259 | 1.0 |
Teach graduate or continuing education courses or seminars in biostatistics.O*NET Task ID 16242 | 0.5 |
Read current literature, attend meetings or conferences, and talk with colleagues to keep abreast of methodological or conceptual developments in fields such as biostatistics, pharmacology, life sciences, and social sciences.O*NET Task ID 16243 | 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