Gefahrstoffbeseitiger
SchutzdiensteKI-Exposition
- Datenquelle: BLSVeröffentlicht: 2026-08
Niedrig· relativ
NiedrigVier relative BänderSehr hochWert 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
- Datenquelle: AnthropicVeröffentlicht: 2026-03
0.000
0.000Spannweite der hier geführten Werte0.745Skala, Bezugsmenge und Quelle
Index der beobachteten Exposition, 0–1 wie veröffentlicht
Auf O*NET-Aufgaben abgebildet
- Datenquelle: ILOVeröffentlicht: 2025
0.09
0.09Spannweite der hier geführten Werte0.70Wert 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 100% diesen Wert.
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| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Identify or separate waste products or materials for recycling or reuse.47-4041 | 0.0042100.0 | 0.0021100.0 |
| Not observed on any surface — 20 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. | ||
Comply with prescribed safety procedures or federal laws regulating waste disposal methods. | —0 | —0 |
Operate machines or equipment to remove, package, store, or transport loads of waste materials. | —0 | —0 |
Load or unload materials into containers or onto trucks, using hoists or forklifts. | —0 | —0 |
Clean contaminated equipment or areas for re-use, using detergents or solvents, sandblasters, filter pumps, or steam cleaners. | —0 | —0 |
Remove asbestos or lead from surfaces, using hand or power tools such as scrapers, vacuums, or high-pressure sprayers. | —0 | —0 |
Identify asbestos, lead, or other hazardous materials to be removed, using monitoring devices. | —0 | —0 |
Clean mold-contaminated sites by removing damaged porous materials or thoroughly cleaning all contaminated nonporous materials. | —0 | —0 |
Remove or limit contamination following emergencies involving hazardous substances. | —0 | —0 |
Build containment areas prior to beginning abatement or decontamination work. | —0 | —0 |
Prepare hazardous material for removal or storage. | —0 | —0 |
Record numbers of containers stored at disposal sites, specifying amounts or types of equipment or waste disposed. | —0 | —0 |
Drive trucks or other heavy equipment to convey contaminated waste to designated sea or ground locations. | —0 | —0 |
Upload baskets of irradiated elements onto machines that insert fuel elements into canisters and secure lids. | —0 | —0 |
Package, store, or move irradiated fuel elements in the underwater storage basins of nuclear reactor plants, using machines or equipment. | —0 | —0 |
Organize or track the locations of hazardous items in landfills. | —0 | —0 |
Operate cranes to move or load baskets, casks, or canisters. | —0 | —0 |
Mix or pour concrete into forms to encase waste material for disposal. | —0 | —0 |
Apply bioremediation techniques to hazardous wastes to allow naturally occurring bacteria to break down toxic substances. | —0 | —0 |
Process e-waste, such as computer components containing lead or mercury. | —0 | —0 |
Sort specialized hazardous waste at landfills or disposal centers, following proper disposal procedures. | —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 |
|---|---|
Record numbers of containers stored at disposal sites, specifying amounts or types of equipment or waste disposed.O*NET Task ID 11585 | 1.0 |
Identify asbestos, lead, or other hazardous materials to be removed, using monitoring devices.O*NET Task ID 11594 | 0.5 |
Organize or track the locations of hazardous items in landfills.O*NET Task ID 11597 | 0.5 |
Comply with prescribed safety procedures or federal laws regulating waste disposal methods.O*NET Task ID 11584 | 0.0 |
Drive trucks or other heavy equipment to convey contaminated waste to designated sea or ground locations.O*NET Task ID 11586 | 0.0 |
Operate machines or equipment to remove, package, store, or transport loads of waste materials.O*NET Task ID 11587 | 0.0 |
Load or unload materials into containers or onto trucks, using hoists or forklifts.O*NET Task ID 11588 | 0.0 |
Clean contaminated equipment or areas for reuse, using detergents or solvents, sandblasters, filter pumps, or steam cleaners.O*NET Task ID 11589 | 0.0 |
Remove asbestos or lead from surfaces, using hand or power tools such as scrapers, vacuums, or high-pressure sprayers.O*NET Task ID 11591 | 0.0 |
Upload baskets of irradiated elements onto machines that insert fuel elements into canisters and secure lids.O*NET Task ID 11592 | 0.0 |
Package, store, or move irradiated fuel elements in the underwater storage basins of nuclear reactor plants, using machines or equipment.O*NET Task ID 11596 | 0.0 |
Operate cranes to move or load baskets, casks, or canisters.O*NET Task ID 11598 | 0.0 |
Mix or pour concrete into forms to encase waste material for disposal.O*NET Task ID 11600 | 0.0 |
Apply bioremediation techniques to hazardous wastes to allow naturally occurring bacteria to break down toxic substances.O*NET Task ID 19868 | 0.0 |
Clean mold-contaminated sites by removing damaged porous materials or thoroughly cleaning all contaminated nonporous materials.O*NET Task ID 19869 | 0.0 |
Identify or separate waste products or materials for recycling or reuse.O*NET Task ID 19870 | 0.0 |
Process e-waste, such as computer components containing lead or mercury.O*NET Task ID 19871 | 0.0 |
Remove or limit contamination following emergencies involving hazardous substances.O*NET Task ID 19872 | 0.0 |
Sort specialized hazardous waste at landfills or disposal centers, following proper disposal procedures.O*NET Task ID 19873 | 0.0 |
Build containment areas prior to beginning abatement or decontamination work.O*NET Task ID 20796 | 0.0 |
Prepare hazardous material for removal or storage.O*NET Task ID 20797 | 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