Agentes de Carga e Frete
Escritório e Suporte AdministrativoExposição à IA
- Fonte dos dados: BLSPublicado: 2026-08
Muito alto· relativa
BaixoQuatro faixas relativasMuito altoValor por grupo ocupacional
Escala, base e fonte
Quatro faixas relativas (Baixo / Moderado / Alto / Muito alto)
831 ocupações detalhadas da tabela de projeções de emprego do BLS. O valor é atribuído por código da National Employment Matrix (NEM), pelo que as ocupações que partilham um código NEM recebem a mesma banda
- Fonte dos dados: AnthropicPublicado: 2026-03
0.017
0.000Intervalo dos valores aqui apresentados0.745Escala, base e fonte
Índice de exposição observada, 0–1 tal como publicado
Mapeado sobre tarefas O*NET
- Fonte dos dados: ILOPublicado: 2025
0.57
0.09Intervalo dos valores aqui apresentados0.70Valor por grupo ocupacional
Escala, base e fonte
Índice de exposição à IA generativa, 0–1 tal como publicado
Grupo de base CITP-08 — todas as ocupações com o mesmo código recebem este valor
Calculado por este site, não publicado pela OIT: das 1.012 ocupações que este site liga ao conjunto de dados da OIT, 7% atingem ou superam este valor.
Que tipo de valor esta fonte publica
A categoria de BLS é uma posição relativa, não um nível absoluto, e também não é uma medição de primeira mão: agrupa em quatro faixas as posições percentis da ocupação em vários estudos publicados. Não é uma previsão de emprego ou de salários, não é uma probabilidade de adoção e não distingue automação de aumento.
Task-level exposure
Apenas tarefas expostas| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Determine efficient and cost-effective methods of moving goods from one location to another.43-5011 | 0.004623.8 | 0.00226.8 |
Check import or export documentation to determine cargo contents and use tariff coding system to classify goods according to fee or tariff group.43-5011 | 0.003417.8 | 0.00319.4 |
Refer exporters to experts in areas such as trade financing, international marketing, government export requirements, international banking, or marine insurance.43-5011 | 0.002915.1 | 0.00185.5 |
Verify adherence of documentation to customs, insurance, or regulatory requirements.43-5011 | 0.002814.6 | 0.015246.8 |
Provide detailed port information to importers or exporters.43-5011 | 0.002814.6 | —0 |
Advise clients on transportation and payment methods.43-5011 | 0.002714.1 | —0 |
Monitor or record locations of goods in transit. | —0 | 0.00319.4 |
Negotiate and arrange transport of goods with shipping or freight companies. | —0 | 0.00298.8 |
Determine method of shipment and prepare bills of lading, invoices, and other shipping documents. | —0 | 0.00268.1 |
Inform clients of factors such as shipping options, timelines, transfers, or regulations affecting shipments. | —0 | 0.00175.2 |
| Not observed on any surface — 45 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. | ||
Track delivery progress of shipments. | —0 | —0 |
Notify consignees, passengers, or customers of freight or baggage arrival and arrange for delivery. | —0 | —0 |
Estimate freight or postal rates and record shipment costs and weights. | —0 | —0 |
Enter shipping information into a computer by hand or by a hand-held scanner that reads bar codes on goods. | —0 | —0 |
Retrieve stored items and trace lost shipments as necessary. | —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 |
Keep records of all goods shipped, received, and stored. | —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 |
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 |
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 |
Prepare shipping documentation, such as including bills of lading, packing lists, dock receipts, or certificates of origin. | —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 |
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 |
Recommend or arrange appropriate merchandise packing methods, according to climate, terrain, weight, nature of goods, or costs. | —0 | —0 |
Verify proper packaging and labeling of exported goods. | —0 | —0 |
Make arrangements with customs brokers to facilitate the passage of goods through customs. | —0 | —0 |
Provide shipment status notification to exporters, consignees, or insurers. | —0 | —0 |
Assist clients in obtaining insurance reimbursements. | —0 | —0 |
Arrange for applicable duties, taxes, or paperwork for customs clearance. | —0 | —0 |
Complete customs paperwork. | —0 | —0 |
Analyze shipping routes to determine how to minimize environmental impact. | —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 |
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 |
|---|---|
Determine method of shipment and prepare bills of lading, invoices, and other shipping documents.O*NET Task ID 8192 | 1.0 |
Estimate freight or postal rates and record shipment costs and weights.O*NET Task ID 8194 | 1.0 |
Enter shipping information into a computer by hand or by a hand-held scanner that reads bar codes on goods.O*NET Task ID 8195 | 1.0 |
Check import or export documentation to determine cargo contents and use tariff coding system to classify goods according to fee or tariff group.O*NET Task ID 20273 | 1.0 |
Prepare manifests showing numbers of airplane passengers and baggage, mail, and freight weights, transmitting data to destinations.O*NET Task ID 20274 | 1.0 |
Negotiate and arrange transport of goods with shipping or freight companies.O*NET Task ID 8188 | 0.5 |
Advise clients on transportation and payment methods.O*NET Task ID 8190 | 0.5 |
Retrieve stored items and trace lost shipments as necessary.O*NET Task ID 8196 | 0.5 |
Inspect and count items received and check them against invoices or other documents, recording shortages and rejecting damaged goods.O*NET Task ID 8199 | 0.5 |
Keep records of all goods shipped, received, and stored.O*NET Task ID 8201 | 0.5 |
Pack goods for shipping, using tools such as staplers, strapping machines, and hammers.O*NET Task ID 8197 | 0.0 |
Direct delivery trucks to shipping doors or designated marshaling areas and help load and unload goods safely.O*NET Task ID 8198 | 0.0 |
Install straps, braces, and padding to loads to prevent shifting or damage during shipment.O*NET Task ID 8200 | 0.0 |
Coordinate and supervise activities of workers engaged in packing and shipping merchandise.O*NET Task ID 8202 | 0.0 |
Direct or participate in cargo loading to ensure completeness of load and even distribution of weight.O*NET Task ID 8204 | 0.0 |
Open cargo containers and unwrap contents, using steel cutters, crowbars, or other hand tools.O*NET Task ID 8205 | 0.0 |
Attach address labels, identification codes, and shipping instructions to containers.O*NET Task ID 8206 | 0.0 |
Route received goods to first available flight or to appropriate storage areas or departments, using forklifts, hand trucks, or other equipment.O*NET Task ID 8208 | 0.0 |
Maintain a supply of packing materials.O*NET Task ID 8209 | 0.0 |
Assemble containers and crates used to transport items, such as machines or vehicles.O*NET Task ID 8210 | 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