AI exposure score

Transportation, Storage, and Distribution Managers

Transportation, Storage, and Distribution Managers score 48 out of 100, which is elevated exposure to AI. That ranks #275 of 923 US occupations, where #1 is the most exposed. Of the 30 tasks in this job, AI could speed up 1 on its own and 27 more with extra software built on top of it. In April–May 2026, 12 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

48/ 100

Elevated

Rank: #275of 923 jobs
US workers: 221,180BLS, May 2025
Median pay: $107,230a year
In real AI use: 12 of 30tasks, April–May 2026

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Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

AI can speed this up on its own: 1 (3%)
AI can speed this up with extra software: 27 (90%)
Little or no AI speed-up: 2 (7%)

Develop and document standard and emergency operating procedures for receiving, handling, storing, shipping, or salvaging products or materials.AI can speed this up on its own · core task
Supervise the activities of workers engaged in receiving, storing, testing, and shipping products or materials.AI can speed this up with extra software · core task
Plan, develop, or implement warehouse safety and security programs and activities.AI can speed this up with extra software · core task
Plan, organize, or manage the work of subordinate staff to ensure that the work is accomplished in a manner consistent with organizational requirements.AI can speed this up with extra software · core task
Collaborate with other departments to integrate logistics with business systems or processes, such as customer sales, order management, accounting, or shipping.AI can speed this up with extra software · core task
Analyze all aspects of corporate logistics to determine the most cost-effective or efficient means of transporting products or supplies.AI can speed this up with extra software · core task · Seen in real AI use
Resolve problems concerning transportation, logistics systems, imports or exports, or customer issues.AI can speed this up with extra software · core task · Seen in real AI use
Monitor operations to ensure that staff members comply with administrative policies and procedures, safety rules, union contracts, environmental policies, or government regulations.AI can speed this up with extra software · core task · Seen in real AI use
Analyze the financial impact of proposed logistics changes, such as routing, shipping modes, product volumes or mixes, or carriers.AI can speed this up with extra software · core task · Seen in real AI use
Monitor inventory levels of products or materials in warehouses.AI can speed this up with extra software · core task · Seen in real AI use
Establish or monitor specific supply chain-based performance measurement systems.AI can speed this up with extra software · core task
Prepare and manage departmental budgets.AI can speed this up with extra software · core task
Monitor product import or export processes to ensure compliance with regulatory or legal requirements.AI can speed this up with extra software · core task
Prepare management recommendations, such as proposed fee and tariff increases or schedule changes.AI can speed this up with extra software · core task · Seen in real AI use
Advise sales and billing departments of transportation charges for customers' accounts.AI can speed this up with extra software · core task
Analyze expenditures and other financial information to develop plans, policies, or budgets for increasing profits or improving services.AI can speed this up with extra software · core task · Seen in real AI use
Confer with department heads to coordinate warehouse activities, such as production, sales, records control, or purchasing.AI can speed this up with extra software · core task
Implement specific customer requirements, such as internal reporting or customized transportation metrics.AI can speed this up with extra software · core task
Maintain metrics, reports, process documentation, customer service logs, or training or safety records.AI can speed this up with extra software · core task · Seen in real AI use
Examine invoices and shipping manifests for conformity to tariff and customs regulations.AI can speed this up with extra software · core task · Seen in real AI use
Plan or implement energy saving changes to transportation services, such as reducing routes, optimizing capacities, employing alternate modes of transportation, or minimizing idling.AI can speed this up with extra software · core task
Evaluate contractors or business partners for operational efficiency or safety or environmental performance records.AI can speed this up with extra software · core task
Negotiate with carriers, warehouse operators, or insurance company representatives for services and preferential rates.AI can speed this up with extra software · core task
Develop or implement plans for facility modification or expansion, such as equipment purchase or changes in space allocation or structural design.AI can speed this up with extra software · core task · Seen in real AI use
Direct inbound or outbound operations, such as transportation or warehouse activities, safety performance, and logistics quality management.AI can speed this up with extra software
Plan or implement improvements to internal or external systems or processes.AI can speed this up with extra software · Seen in real AI use
Recommend or authorize capital expenditures for acquisition of new equipment or property to increase efficiency and services.AI can speed this up with extra software
Review invoices, work orders, consumption reports, or demand forecasts to estimate peak performance periods and to issue work assignments.AI can speed this up with extra software · Seen in real AI use
Inspect physical conditions of warehouses, vehicle fleets, or equipment and order testing, maintenance, repairs, or replacements.Little or no AI speed-up · core task
Interview, select, and train warehouse and supervisory personnel.Little or no AI speed-up · core task

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Questions about transportation, storage, and distribution managers and AI

Will AI replace transportation, storage, and distribution managers?

Not entirely. Parts of the job are likely to change as AI takes over routine tasks. Transportation, Storage, and Distribution Managers score 48 out of 100 (elevated exposure), #275 of 923 US jobs. AI could speed up 28 of the job's 30 tasks, 1 of them on its own, while 2 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which transportation, storage, and distribution managers tasks can AI do?

The most exposed tasks include "Develop and document standard and emergency operating procedures for receiving, handling, storing, shipping, or salvaging products or materials".

Which transportation, storage, and distribution managers tasks are hardest for AI?

Tasks with little or no AI speed-up include "Inspect physical conditions of warehouses, vehicle fleets, or equipment and order testing, maintenance, repairs, or replacements"; "Interview, select, and train warehouse and supervisory personnel".

Are people already using AI for this work?

Yes. In April–May 2026, 12 of the 30 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as transportation, storage, and distribution managers, and what do they earn?

About 221,180 people in the US, with median pay of $107,230 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.