Transitarios de Carga
Transporte y Movimiento de MaterialesExposición 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
0.017
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
0.44
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 28% 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 % |
|---|---|---|
Verify adherence of documentation to customs, insurance, or regulatory requirements.43-5011 | 0.00000.0 | 0.0200100.0 |
Advise clients on transportation and payment methods.43-5011 | 0.00000.0 | —0 |
Prepare shipping documentation, such as bills of lading, packing lists, dock receipts, or certificates of origin.43-5011 | 0.00000.0 | —0 |
Inform clients of factors such as shipping options, timelines, transfers, or regulations affecting shipments.43-5011 | 0.00000.0 | —0 |
Recommend or arrange appropriate merchandise packing methods, according to climate, terrain, weight, nature of goods, or costs.43-5011 | 0.00000.0 | —0 |
Track delivery progress of shipments.43-5011 | 0.00000.0 | —0 |
Enter shipping information into a computer by hand or by a hand-held scanner that reads bar codes on goods. | —0 | 0.00000.0 |
Notify consignees, passengers, or customers of freight or baggage arrival and arrange for delivery. | —0 | 0.00000.0 |
| Not observed on any surface — 47 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. | ||
Negotiate and arrange transport of goods with shipping or freight companies. | —0 | —0 |
Determine method of shipment and prepare bills of lading, invoices, and other shipping documents. | —0 | —0 |
Estimate freight or postal rates and record shipment costs and weights. | —0 | —0 |
Retrieve stored items and trace lost shipments as necessary. | —0 | —0 |
Keep records of all goods shipped, received, and stored. | —0 | —0 |
Pack goods for shipping, using tools such as staplers, strapping machines, and hammers. | —0 | —0 |
Direct delivery trucks to shipping doors or designated marshaling areas and help load and unload goods safely. | —0 | —0 |
Inspect and count items received and check them against invoices or other documents, recording shortages and rejecting damaged goods. | —0 | —0 |
Install straps, braces, and padding to loads to prevent shifting or damage during shipment. | —0 | —0 |
Coordinate and supervise activities of workers engaged in packing and shipping merchandise. | —0 | —0 |
Arrange insurance coverage for goods. | —0 | —0 |
Direct or participate in cargo loading to ensure completeness of load and even distribution of weight. | —0 | —0 |
Open cargo containers and unwrap contents, using steel cutters, crowbars, or other hand tools. | —0 | —0 |
Attach address labels, identification codes, and shipping instructions to containers. | —0 | —0 |
Route received goods to first available flight or to appropriate storage areas or departments, using forklifts, hand trucks, or other equipment. | —0 | —0 |
Maintain a supply of packing materials. | —0 | —0 |
Assemble containers and crates used to transport items, such as machines or vehicles. | —0 | —0 |
Check import or export documentation to determine cargo contents and use tariff coding system to classify goods according to fee or tariff group. | —0 | —0 |
Prepare manifests showing numbers of airplane passengers and baggage, mail, and freight weights, transmitting data to destinations. | —0 | —0 |
Contact vendors or claims adjustment departments to resolve shipment problems or contact service depots to arrange for repairs. | —0 | —0 |
Select shipment routes, based on nature of goods shipped, transit times, or security needs. | —0 | —0 |
Determine efficient and cost-effective methods of moving goods from one location to another. | —0 | —0 |
Reserve necessary space on ships, aircraft, trains, or trucks. | —0 | —0 |
Arrange delivery or storage of goods at destinations. | —0 | —0 |
Arrange for special transport of sensitive cargoes, such as livestock, food, or medical supplies. | —0 | —0 |
Calculate weight, volume, or cost of goods to be moved. | —0 | —0 |
Consolidate loads with a common destination to reduce costs to individual shippers. | —0 | —0 |
Keep records of goods dispatched or received. | —0 | —0 |
Maintain current knowledge of relevant legislation, political situations, or other factors that could affect freight shipping. | —0 | —0 |
Monitor or record locations of goods in transit. | —0 | —0 |
Negotiate shipping rates with freight carriers. | —0 | —0 |
Obtain or arrange cargo insurance. | —0 | —0 |
Pay or arrange for payment of freight or insurance fees or other charges. | —0 | —0 |
Prepare invoices or cost quotations for freight transportation. | —0 | —0 |
Verify proper packaging and labeling of exported goods. | —0 | —0 |
Arrange for applicable duties, taxes, or paperwork for customs clearance. | —0 | —0 |
Complete customs paperwork. | —0 | —0 |
Provide detailed port information to importers or exporters. | —0 | —0 |
Provide shipment status notification to exporters, consignees, or insurers. | —0 | —0 |
Arrange for transport, using a variety of modes, such as rail, short sea shipping, air, or roadways, to minimize carbon emissions or other environmental impacts. | —0 | —0 |
Assist clients in obtaining insurance reimbursements. | —0 | —0 |
Make arrangements with customs brokers to facilitate the passage of goods through customs. | —0 | —0 |
Refer exporters to experts in areas such as trade financing, international marketing, government export requirements, international banking, or marine insurance. | —0 | —0 |
Analyze shipping routes to determine how to minimize environmental impact. | —0 | —0 |
Consider environmental sustainability factors when determining merchandise packing methods. | —0 | —0 |
Recommend shipping solutions to minimize cost or environmental impacts. | —0 | —0 |
Review the environmental records of freight carriers to inform shipping decisions. | —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 |
|---|---|
Calculate weight, volume, or cost of goods to be moved.O*NET Task ID 17686 | 1.0 |
Prepare shipping documentation, such as bills of lading, packing lists, dock receipts, or certificates of origin.O*NET Task ID 17687 | 1.0 |
Keep records of goods dispatched or received.O*NET Task ID 17690 | 1.0 |
Prepare invoices or cost quotations for freight transportation.O*NET Task ID 17696 | 1.0 |
Complete customs paperwork.O*NET Task ID 17701 | 1.0 |
Select shipment routes, based on nature of goods shipped, transit times, or security needs.O*NET Task ID 17680 | 0.5 |
Determine efficient and cost-effective methods of moving goods from one location to another.O*NET Task ID 17681 | 0.5 |
Reserve necessary space on ships, aircraft, trains, or trucks.O*NET Task ID 17682 | 0.5 |
Arrange delivery or storage of goods at destinations.O*NET Task ID 17683 | 0.5 |
Arrange for special transport of sensitive cargoes, such as livestock, food, or medical supplies.O*NET Task ID 17684 | 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