Natuerliche-Ressourcen-Manager

Management

KI-Exposition

  • Datenquelle: BLSVeröffentlicht: 2026-08

    Hoch· relativ

    NiedrigVier relative BänderSehr hoch

    Wert auf Berufsgruppenebene

    Skala, Bezugsmenge und Quelle

    Vier relative Bänder (Niedrig / Mittel / Hoch / Sehr hoch)

    831 detaillierte Berufe in der BLS-Beschäftigungsprojektionstabelle. Der Wert wird je Code der National Employment Matrix (NEM) vergeben, daher erhalten Berufe mit demselben NEM-Code dasselbe Band

    Quelldatensatz (XLSX-Download)

  • Datenquelle: AnthropicVeröffentlicht: 2026-03

    0.061

    0.000Spannweite der hier geführten Werte0.745
    Skala, Bezugsmenge und Quelle

    Index der beobachteten Exposition, 0–1 wie veröffentlicht

    Auf O*NET-Aufgaben abgebildet

    Quelldatensatz

  • Datenquelle: ILOVeröffentlicht: 2025

    0.40

    0.09Spannweite der hier geführten Werte0.70

    Wert auf Berufsgruppenebene

    Skala, Bezugsmenge und Quelle

    Index der Exposition gegenüber generativer KI, 0–1 wie veröffentlicht

    ISCO-08-Berufsgattung — alle Berufe mit demselben Code erhalten diesen Wert

    Von dieser Website berechnet, nicht von der IAO veröffentlicht: Von den 1.012 Berufen, die diese Website mit dem IAO-Datensatz verknüpft, erreichen oder übertreffen 39% diesen Wert.

    Quelldatensatz

Welche Art von Wert diese Quelle veröffentlicht

Die Kategorie von BLS ist ein relativer Rang und kein absolutes Niveau, und sie ist keine eigene Messung: Sie fasst die Perzentilränge des Berufs aus mehreren veröffentlichten Studien in vier Bänder zusammen. Sie ist weder eine Beschäftigungs- oder Lohnprognose noch eine Einführungswahrscheinlichkeit und unterscheidet nicht zwischen Automatisierung und Augmentierung.

Task-level exposure

Nur exponierte Aufgaben
TaskClaude.aiRaw / share %
Code, evaluate, or interpret collected study data.

11-9121

0.030018.4
Review project activities and prepare and review research, testing, or operational reports.

11-9121

0.016710.2
Advise or assist in obtaining patents or meeting other legal requirements.

11-9121

0.01438.8
Review proposed study protocols to evaluate factors such as sample collection processes, data management plans, and potential subject risks.

11-9121

0.01418.6
Prepare study-related documentation such as protocol worksheets, procedural manuals, adverse event reports, institutional review board documents, and progress reports.

11-9121

0.01207.3
Develop client relationships and communicate with clients to explain proposals, present research findings, establish specifications, or discuss project status.

11-9121

0.01197.3
Design or coordinate successive phases of problem analysis, solution proposals, or testing.

11-9121

0.00895.4
Interpret protocols and advise treating physicians on appropriate dosage modifications or treatment calculations based on patient characteristics.

11-9121

0.00784.8
Inform patients or caregivers about study aspects and outcomes to be expected.

11-9121

0.00664.1
Review scientific literature, participate in continuing education activities, or attend conferences and seminars to maintain current knowledge of clinical studies affairs and issues.

11-9121

0.00654.0
Not observed on any surface — 51 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
Plan or direct research, development, or production activities.
—0
Hire, supervise, or evaluate engineers, technicians, researchers, or other staff.
—0
Determine scientific or technical goals within broad outlines provided by top management and make detailed plans to accomplish these goals.
—0
Develop innovative technology or train staff for its implementation.
—0
Conduct own research in field of expertise.
—0
Recruit personnel or oversee the development or maintenance of staff competence.
—0
Prepare and administer budgets, approve and review expenditures, and prepare financial reports.
—0
Make presentations at professional meetings to further knowledge in the field.
—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
Prepare for or participate in quality assurance audits conducted by study sponsors, federal agencies, or specially designated review groups.
—0
Participate in preparation and management of research budgets and monetary disbursements.
—0
Confer with health care professionals to determine the best recruitment practices for studies.
—0
Track enrollment status of subjects and document dropout information such as dropout causes and subject contact efforts.
—0
Record adverse event and side effect data and confer with investigators regarding the reporting of events to oversight agencies.
—0
Oversee subject enrollment to ensure that informed consent is properly obtained and documented.
—0
Order drugs or devices necessary for study completion.
—0
Instruct research staff in scientific and procedural aspects of studies including standards of care, informed consent procedures, or documentation procedures.
—0
Assess eligibility of potential subjects through methods such as screening interviews, reviews of medical records, and discussions with physicians and nurses.
—0
Monitor study activities to ensure compliance with protocols and with all relevant local, federal, and state regulatory and institutional polices.
—0
Maintain required records of study activity including case report forms, drug dispensation records, or regulatory forms.
—0
Solicit industry-sponsored trials through contacts and professional organizations.
—0
Register protocol patients with appropriate statistical centers as required.
—0
Perform specific protocol procedures such as interviewing subjects, taking vital signs, and performing electrocardiograms.
—0
Develop advertising and other informational materials to be used in subject recruitment.
—0
Contact industry representatives to ensure equipment and software specifications necessary for successful study completion.
—0
Organize space for study equipment and supplies.
—0
Maintain contact with sponsors to schedule and coordinate site visits or to answer questions about issues such as incomplete data.
—0
Dispense medical devices or drugs, and calculate dosages and provide instructions as necessary.
—0
Direct the requisition, collection, labeling, storage, or shipment of specimens.
—0
Contact outside health care providers and communicate with subjects to obtain follow-up information.
—0
Arrange for research study sites and determine staff or equipment availability.
—0
Schedule subjects for appointments, procedures, or inpatient stays as required by study protocols.
—0
Review or evaluate designs for water detention facilities, storm drains, flood control facilities, or other hydraulic structures.
—0
Negotiate for water rights with communities or water facilities to meet water supply demands.
—0
Perform hydrologic, hydraulic, or water quality modeling.
—0
Compile water resource data, using geographic information systems (GIS) or global position systems (GPS) software.
—0
Compile and maintain documentation on the health of a body of water.
—0
Write proposals, project reports, informational brochures, or other documents on wastewater purification, water supply and demand, or other water resource subjects.
—0
Recommend new or revised policies, procedures, or regulations to support water resource or conservation goals.
—0
Monitor water use, demand, or quality in a particular geographic area.
—0
Identify and characterize specific causes or sources of water pollution.
—0
Develop plans to protect watershed health or rehabilitate watersheds.
—0
Develop or implement standardized water monitoring and assessment methods.
—0
Conduct technical studies for water resources on topics such as pollutants and water treatment options.
—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
Conduct cost-benefit studies for watershed improvement projects or water management alternatives.
—0
Analyze storm water systems to identify opportunities for water resource improvements.
—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
Supervise teams of workers who capture water from wells and rivers.
—0
Identify methods for distributing purified wastewater into rivers, streams, or oceans.
—0

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

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