Coordinadores de Investigacion Clinica
SaludExposición a la IA
- Fuente de datos: BLSPublicado: 2026-08
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
0.061
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
0.40
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 39% 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 % |
|---|---|---|
Code, evaluate, or interpret collected study data.11-9121 | 0.073149.1 | 0.159578.8 |
Prepare study-related documentation such as protocol worksheets, procedural manuals, adverse event reports, institutional review board documents, and progress reports.11-9121 | 0.018012.1 | 0.00482.4 |
Advise or assist in obtaining patents or meeting other legal requirements.11-9121 | 0.00906.0 | 0.00371.8 |
Inform patients or caregivers about study aspects and outcomes to be expected.11-9121 | 0.00674.5 | 0.00221.1 |
Review proposed study protocols to evaluate factors such as sample collection processes, data management plans, and potential subject risks.11-9121 | 0.00594.0 | 0.00914.5 |
Prepare project proposals.11-9121 | 0.00523.5 | —0 |
Review project activities and prepare and review research, testing, or operational reports.11-9121 | 0.00473.2 | 0.01266.2 |
Participate in the development of study protocols including guidelines for administration or data collection procedures.11-9121 | 0.00463.1 | —0 |
Collaborate with investigators to prepare presentations or reports of clinical study procedures, results, and conclusions.11-9121 | 0.00402.7 | —0 |
Conduct, or oversee the conduct of, chemical, physical, and biological water quality monitoring or sampling to ensure compliance with water quality standards.11-9121 | 0.00372.5 | 0.00261.3 |
| Not observed on any surface — 52 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. | ||
Confer with scientists, engineers, regulators, or others to plan or review projects or to provide technical assistance. | —0 | —0 |
Plan or direct research, development, or production activities. | —0 | —0 |
Design or coordinate successive phases of problem analysis, solution proposals, or testing. | —0 | —0 |
Hire, supervise, or evaluate engineers, technicians, researchers, or other staff. | —0 | —0 |
Determine scientific or technical goals within broad outlines provided by top management and make detailed plans to accomplish these goals. | —0 | —0 |
Develop or implement policies, standards, or procedures for the architectural, scientific, or technical work performed to ensure regulatory compliance or operations enhancement. | —0 | —0 |
Develop innovative technology or train staff for its implementation. | —0 | —0 |
Recruit personnel or oversee the development or maintenance of staff competence. | —0 | —0 |
Prepare and administer budgets, approve and review expenditures, and prepare financial reports. | —0 | —0 |
Make presentations at professional meetings to further knowledge in the field. | —0 | —0 |
Provide for stewardship of plant or animal resources or habitats, studying land use, monitoring animal populations, or providing shelter, resources, or medical treatment for animals. | —0 | —0 |
Prepare for or participate in quality assurance audits conducted by study sponsors, federal agencies, or specially designated review groups. | —0 | —0 |
Participate in preparation and management of research budgets and monetary disbursements. | —0 | —0 |
Confer with health care professionals to determine the best recruitment practices for studies. | —0 | —0 |
Track enrollment status of subjects and document dropout information such as dropout causes and subject contact efforts. | —0 | —0 |
Record adverse event and side effect data and confer with investigators regarding the reporting of events to oversight agencies. | —0 | —0 |
Oversee subject enrollment to ensure that informed consent is properly obtained and documented. | —0 | —0 |
Order drugs or devices necessary for study completion. | —0 | —0 |
Instruct research staff in scientific and procedural aspects of studies including standards of care, informed consent procedures, or documentation procedures. | —0 | —0 |
Identify protocol problems, inform investigators of problems, or assist in problem resolution efforts such as protocol revisions. | —0 | —0 |
Communicate with laboratories or investigators regarding laboratory findings. | —0 | —0 |
Assess eligibility of potential subjects through methods such as screening interviews, reviews of medical records, and discussions with physicians and nurses. | —0 | —0 |
Maintain required records of study activity including case report forms, drug dispensation records, or regulatory forms. | —0 | —0 |
Solicit industry-sponsored trials through contacts and professional organizations. | —0 | —0 |
Register protocol patients with appropriate statistical centers as required. | —0 | —0 |
Perform specific protocol procedures such as interviewing subjects, taking vital signs, and performing electrocardiograms. | —0 | —0 |
Contact industry representatives to ensure equipment and software specifications necessary for successful study completion. | —0 | —0 |
Organize space for study equipment and supplies. | —0 | —0 |
Maintain contact with sponsors to schedule and coordinate site visits or to answer questions about issues such as incomplete data. | —0 | —0 |
Dispense medical devices or drugs, and calculate dosages and provide instructions as necessary. | —0 | —0 |
Direct the requisition, collection, labeling, storage, or shipment of specimens. | —0 | —0 |
Contact outside health care providers and communicate with subjects to obtain follow-up information. | —0 | —0 |
Arrange for research study sites and determine staff or equipment availability. | —0 | —0 |
Schedule subjects for appointments, procedures, or inpatient stays as required by study protocols. | —0 | —0 |
Review or evaluate designs for water detention facilities, storm drains, flood control facilities, or other hydraulic structures. | —0 | —0 |
Negotiate for water rights with communities or water facilities to meet water supply demands. | —0 | —0 |
Compile water resource data, using geographic information systems (GIS) or global position systems (GPS) software. | —0 | —0 |
Compile and maintain documentation on the health of a body of water. | —0 | —0 |
Write proposals, project reports, informational brochures, or other documents on wastewater purification, water supply and demand, or other water resource subjects. | —0 | —0 |
Recommend new or revised policies, procedures, or regulations to support water resource or conservation goals. | —0 | —0 |
Present water resource proposals to government, public interest groups, or community groups. | —0 | —0 |
Monitor water use, demand, or quality in a particular geographic area. | —0 | —0 |
Identify and characterize specific causes or sources of water pollution. | —0 | —0 |
Develop plans to protect watershed health or rehabilitate watersheds. | —0 | —0 |
Develop or implement standardized water monitoring and assessment methods. | —0 | —0 |
Conduct technical studies for water resources on topics such as pollutants and water treatment options. | —0 | —0 |
Conduct, or oversee the conduct of, investigations on matters such as water storage, wastewater discharge, pollutants, permits, or other compliance and regulatory issues. | —0 | —0 |
Conduct cost-benefit studies for watershed improvement projects or water management alternatives. | —0 | —0 |
Analyze storm water systems to identify opportunities for water resource improvements. | —0 | —0 |
Develop strategies for watershed operations to meet water supply and conservation goals or to ensure regulatory compliance with clean water laws or regulations. | —0 | —0 |
Supervise teams of workers who capture water from wells and rivers. | —0 | —0 |
Identify methods for distributing purified wastewater into rivers, streams, or oceans. | —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 |
|---|---|
Register protocol patients with appropriate statistical centers as required.O*NET Task ID 15584 | 1.0 |
Develop advertising and other informational materials to be used in subject recruitment.O*NET Task ID 15589 | 1.0 |
Prepare study-related documentation, such as protocol worksheets, procedural manuals, adverse event reports, institutional review board documents, or progress reports.O*NET Task ID 15595 | 1.0 |
Maintain contact with sponsors to schedule and coordinate site visits or to answer questions about issues such as incomplete data.O*NET Task ID 15600 | 1.0 |
Code, evaluate, or interpret collected study data.O*NET Task ID 15609 | 1.0 |
Solicit industry-sponsored trials through contacts and professional organizations.O*NET Task ID 15582 | 0.5 |
Review scientific literature, participate in continuing education activities, or attend conferences and seminars to maintain current knowledge of clinical studies affairs and issues.O*NET Task ID 15583 | 0.5 |
Prepare for or participate in quality assurance audits conducted by study sponsors, federal agencies, or specially designated review groups.O*NET Task ID 15585 | 0.5 |
Participate in preparation and management of research budgets and monetary disbursements.O*NET Task ID 15586 | 0.5 |
Interpret protocols and advise treating physicians on appropriate dosage modifications or treatment calculations based on patient characteristics.O*NET Task ID 15588 | 0.5 |
Perform specific protocol procedures such as interviewing subjects, taking vital signs, and performing electrocardiograms.O*NET Task ID 15587 | 0.0 |
Organize space for study equipment and supplies.O*NET Task ID 15599 | 0.0 |
Direct the requisition, collection, labeling, storage, or shipment of specimens.O*NET Task ID 15605 | 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