Cargo and Freight Agents
Office & Administrative SupportAI exposure
- Data source: BLSPublished: 2026-08
Very high· relative
LowFour relative bandsVery highGroup-level value
Scale, basis and source
Four relative bands (Low / Moderate / High / Very high)
831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band
- Data source: AnthropicPublished: 2026-03
0.017
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: 2025
0.57
0.09Range of values carried here0.70Group-level value
Scale, basis and source
Generative AI exposure index, 0–1 as published
ISCO-08 unit group — every occupation sharing the code gets this value
Computed by this site, not published by the ILO: of the 1,012 occupations this site links to the ILO dataset, 7% score at or above this value.
What kind of figure this source publishes
The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.
Task-level exposure
Exposed tasks onlyValues 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®, Eloundou et al. (2023): see full notices on the Credits page