Cargo and Freight Agents
Every task in this role, whether it passes the census's structural hand-over screen, which models pass it, and why. It is a screen, not a claim about what AI can do: a task can pass and still be beyond the systems of the day. The stricter and looser rules re-vote every task, and small differences between roles are noise.
Passes the screen · 10 of 55 tasks
Track delivery progress of shipments.
quick to check, an existing check settles it, and a mistake is cheap · 4.1% of the role's time · $218M · all three pass it
Estimate freight or postal rates and record shipment costs and weights.
quick to check, an existing check settles it, and a mistake is cheap · 3.5% of the role's time · $185M · all three pass it
Keep records of all goods shipped, received, and stored.
quick to check, an existing check settles it, and a mistake is cheap · 2.9% of the role's time · $155M · all three pass it
Calculate weight, volume, or cost of goods to be moved.
quick to check, an existing check settles it, and a mistake is cheap · 2.0% of the role's time · $105M · all three pass it
Keep records of goods dispatched or received.
quick to check, an existing check settles it, and a mistake is cheap · 1.9% of the role's time · $103M · all three pass it
Reserve necessary space on ships, aircraft, trains, or trucks.
quick to check, an existing check settles it, and a mistake is cheap · 1.9% of the role's time · $100M · all three pass it
Monitor or record locations of goods in transit.
quick to check, an existing check settles it, and a mistake is cheap · 1.9% of the role's time · $99.6M · all three pass it
Prepare invoices or cost quotations for freight transportation.
quick to check, an existing check settles it, and a mistake is cheap · 1.8% of the role's time · $98.9M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Pay or arrange for payment of freight or insurance fees or other charges.
quick to check, an existing check settles it, and a mistake is cheap · 1.8% of the role's time · $98.8M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Provide shipment status notification to exporters, consignees, or insurers.
quick to check, an existing check settles it, and a mistake is cheap · 1.7% of the role's time · $89.9M · all three pass it
Does not pass
Negotiate and arrange transport of goods with shipping or freight companies.
reason given most often: no existing check settles it · 5.3% of the role's time · $282M
Advise clients on transportation and payment methods.
reason given most often: no existing check settles it · 4.4% of the role's time · $233M · waiting on a check
Determine method of shipment and prepare bills of lading, invoices, and other shipping documents.
reason given most often: no existing check settles it · 3.6% of the role's time · $193M · passed by Claude Sonnet · the models disagreed
Notify consignees, passengers, or customers of freight or baggage arrival and arrange for delivery.
reason given most often: no existing check settles it · 3.2% of the role's time · $172M · waiting on a check
Check import or export documentation to determine cargo contents and use tariff coding system to classify goods according to fee or tariff group.
reason given most often: no existing check settles it, and a failure is too expensive · 2.6% of the role's time · $138M
Enter shipping information into a computer by hand or by a hand-held scanner that reads bar codes on goods.
physical work, outside the screen · 2.5% of the role's time · $133M
Install straps, braces, and padding to loads to prevent shifting or damage during shipment.
physical work, outside the screen · 2.3% of the role's time · $125M
Determine efficient and cost-effective methods of moving goods from one location to another.
reason given most often: no existing check settles it · 2.2% of the role's time · $116M
Prepare shipping documentation, such as bills of lading, packing lists, dock receipts, or certificates of origin.
reason given most often: no existing check settles it · 2.0% of the role's time · $109M · passed by Claude Sonnet · the models disagreed
Inform clients of factors such as shipping options, timelines, transfers, or regulations affecting shipments.
reason given most often: no existing check settles it · 2.0% of the role's time · $109M · waiting on a check
Negotiate shipping rates with freight carriers.
reason given most often: no existing check settles it · 1.9% of the role's time · $104M · waiting on a check
Route received goods to first available flight or to appropriate storage areas or departments, using forklifts, hand trucks, or other equipment.
physical work, outside the screen · 1.9% of the role's time · $99.4M
Arrange delivery or storage of goods at destinations.
reason given most often: no existing check settles it · 1.8% of the role's time · $99.1M
Complete customs paperwork.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 1.8% of the role's time · $96.6M
Select shipment routes, based on nature of goods shipped, transit times, or security needs.
reason given most often: no existing check settles it · 1.8% of the role's time · $96.0M
Verify adherence of documentation to customs, insurance, or regulatory requirements.
reason given most often: no existing check settles it, and a failure is too expensive · 1.7% of the role's time · $88.8M
Consolidate loads with a common destination to reduce costs to individual shippers.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.7% of the role's time · $88.7M
Arrange insurance coverage for goods.
reason given most often: no existing check settles it · 1.7% of the role's time · $88.7M
Arrange for applicable duties, taxes, or paperwork for customs clearance.
reason given most often: nobody can tell quickly whether it worked, and a failure is too expensive · 1.7% of the role's time · $88.5M
Contact vendors or claims adjustment departments to resolve shipment problems or contact service depots to arrange for repairs.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.6% of the role's time · $86.0M
Verify proper packaging and labeling of exported goods.
physical work, outside the screen · 1.6% of the role's time · $84.9M
Arrange for special transport of sensitive cargoes, such as livestock, food, or medical supplies.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 1.5% of the role's time · $81.8M
Provide detailed port information to importers or exporters.
reason given most often: no existing check settles it · 1.5% of the role's time · $79.6M · passed by Claude Sonnet · the models disagreed · waiting on a check
Obtain or arrange cargo insurance.
reason given most often: no existing check settles it · 1.5% of the role's time · $78.2M
Inspect and count items received and check them against invoices or other documents, recording shortages and rejecting damaged goods.
physical work, outside the screen · 1.4% of the role's time · $75.9M
Retrieve stored items and trace lost shipments as necessary.
physical work, outside the screen · 1.4% of the role's time · $74.2M
Make arrangements with customs brokers to facilitate the passage of goods through customs.
reason given most often: nobody can tell quickly whether it worked · 1.4% of the role's time · $74.0M
Maintain current knowledge of relevant legislation, political situations, or other factors that could affect freight shipping.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.3% of the role's time · $72.3M
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.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.3% of the role's time · $71.8M
Refer exporters to experts in areas such as trade financing, international marketing, government export requirements, international banking, or marine insurance.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.3% of the role's time · $69.7M
Review the environmental records of freight carriers to inform shipping decisions.
reason given most often: no existing check settles it · 1.3% of the role's time · $69.5M · waiting on a check
Direct delivery trucks to shipping doors or designated marshaling areas and help load and unload goods safely.
physical work, outside the screen · 1.3% of the role's time · $69.1M
Recommend or arrange appropriate merchandise packing methods, according to climate, terrain, weight, nature of goods, or costs.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.3% of the role's time · $67.8M
Recommend shipping solutions to minimize cost or environmental impacts.
reason given most often: no existing check settles it · 1.2% of the role's time · $66.7M
Analyze shipping routes to determine how to minimize environmental impact.
reason given most often: no existing check settles it · 1.2% of the role's time · $64.9M
Consider environmental sustainability factors when determining merchandise packing methods.
reason given most often: no existing check settles it · 1.1% of the role's time · $60.3M
Coordinate and supervise activities of workers engaged in packing and shipping merchandise.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 1.1% of the role's time · $59.0M
Direct or participate in cargo loading to ensure completeness of load and even distribution of weight.
physical work, outside the screen · 1.1% of the role's time · $58.5M
Assist clients in obtaining insurance reimbursements.
reason given most often: nobody can tell quickly whether it worked · 0.9% of the role's time · $47.1M
Pack goods for shipping, using tools such as staplers, strapping machines, and hammers.
physical work, outside the screen · 0.8% of the role's time · $42.1M
Prepare manifests showing numbers of airplane passengers and baggage, mail, and freight weights, transmitting data to destinations.
reason given most often: a failure is too expensive · 0.8% of the role's time · $41.2M
Assemble containers and crates used to transport items, such as machines or vehicles.
physical work, outside the screen · 0.8% of the role's time · $41.0M
Open cargo containers and unwrap contents, using steel cutters, crowbars, or other hand tools.
physical work, outside the screen · 0.7% of the role's time · $39.9M
Maintain a supply of packing materials.
physical work, outside the screen · 0.7% of the role's time · $37.9M
Attach address labels, identification codes, and shipping instructions to containers.
physical work, outside the screen · 0.6% of the role's time · $30.1M
Where this role works
| Industry | Workers | Wage bill | Passes the screen | All three pass |
|---|---|---|---|---|
| Freight Transportation Arrangement | 55,000 | $3.1B | $725M | $611M |
| Scheduled Air Transportation | 9440 | $499M | $117M | $98.2M |
| Truck Transportation | 6230 | $357M | $83.5M | $70.3M |
| Couriers and Express Delivery Services | 5850 | $325M | $76.1M | $64.1M |
| Support Activities for Air Transportation | 7240 | $290M | $68.0M | $57.2M |
| Management, Scientific, and Technical Consulting Services | 3840 | $212M | $49.7M | $41.9M |
| Support Activities for Water Transportation | 1670 | $152M | $35.5M | $29.9M |
| Management of Companies and Enterprises | 2300 | $126M | $29.6M | $24.9M |
| Warehousing and Storage | 1780 | $97.2M | $22.8M | $19.2M |
| Deep Sea, Coastal, and Great Lakes Water Transportation | 820 | $60.1M | $14.1M | $11.8M |