AI exposure score

Supply Chain Managers

Supply Chain Managers score 49 out of 100, which is elevated exposure to AI. That ranks #252 of 923 US occupations, where #1 is the most exposed. Of the 30 tasks in this job, AI could speed up 0 on its own and 29 more with extra software built on top of it. In April–May 2026, 4 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

49/ 100

Elevated

Rank: #252of 923 jobs
US workers: 221,180for Transportation, Storage, and Distribution Managers
Median pay: $107,230a year
In real AI use: 4 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: 0 (0%)
AI can speed this up with extra software: 29 (97%)
Little or no AI speed-up: 1 (3%)

Determine appropriate equipment and staffing levels to load, unload, move, or store materials.AI can speed this up with extra software · core task
Manage activities related to strategic or tactical purchasing, material requirements planning, controlling inventory, warehousing, or receiving.AI can speed this up with extra software · core task · Seen in real AI use
Select transportation routes to maximize economy by combining shipments or consolidating warehousing and distribution.AI can speed this up with extra software · core task
Define performance metrics for measurement, comparison, or evaluation of supply chain factors, such as product cost or quality.AI can speed this up with extra software · core task
Implement new or improved supply chain processes to improve efficiency or performance.AI can speed this up with extra software · core task
Develop procedures for coordination of supply chain management with other functional areas, such as sales, marketing, finance, production, or quality assurance.AI can speed this up with extra software · core task
Confer with supply chain planners to forecast demand or create supply plans that ensure availability of materials or products.AI can speed this up with extra software · core task
Analyze inventories to determine how to increase inventory turns, reduce waste, or optimize customer service.AI can speed this up with extra software · core task · Seen in real AI use
Negotiate prices and terms with suppliers, vendors, or freight forwarders.AI can speed this up with extra software · core task
Analyze information about supplier performance or procurement program success.AI can speed this up with extra software · core task · Seen in real AI use
Monitor suppliers' activities to assess performance in meeting quality or delivery requirements.AI can speed this up with extra software · core task
Design or implement supply chains that support business strategies adapted to changing market conditions, new business opportunities, or cost reduction strategies.AI can speed this up with extra software · core task
Meet with suppliers to discuss performance metrics, to provide performance feedback, or to discuss production forecasts or changes.AI can speed this up with extra software · core task
Monitor forecasts and quotas to identify changes and predict effects on supply chain activities.AI can speed this up with extra software · core task
Participate in the coordination of engineering changes, product line extensions, or new product launches to ensure orderly and timely transitions in material or production flow.AI can speed this up with extra software · core task
Identify or qualify new suppliers in collaboration with other departments, such as procurement, engineering, or quality assurance.AI can speed this up with extra software · core task
Design or implement plant warehousing strategies for production materials or finished products.AI can speed this up with extra software · core task
Design, implement, or oversee product take back or reverse logistics programs to ensure products are recycled, reused, or responsibly disposed.AI can speed this up with extra software · core task
Develop or implement procedures or systems to evaluate or select suppliers.AI can speed this up with extra software · core task
Document physical supply chain processes, such as workflows, cycle times, position responsibilities, or system flows.AI can speed this up with extra software · core task
Diagram supply chain models to help facilitate discussions with customers.AI can speed this up with extra software · core task
Evaluate and select information or other technology solutions to improve tracking and reporting of materials or products distribution, storage, or inventory.AI can speed this up with extra software · core task
Identify opportunities to reuse or recycle materials to minimize consumption of new materials, minimize waste, or to convert wastes to by-products.AI can speed this up with extra software · core task
Review or update supply chain practices in accordance with new or changing environmental policies, standards, regulations, or laws.AI can speed this up with extra software · core task
Design or implement supply chains that support environmental policies.AI can speed this up with extra software · core task
Forecast material costs or develop standard cost lists.AI can speed this up with extra software · supplemental task · Seen in real AI use
Locate or select biodegradable, non-toxic, or other environmentally friendly raw materials for manufacturing processes.AI can speed this up with extra software · supplemental task
Conduct or oversee the conduct of life cycle analyses to determine the environmental impacts of products, processes, or systems.AI can speed this up with extra software · supplemental task
Investigate or review the carbon footprints and environmental performance records of current or potential storage and distribution service providers.AI can speed this up with extra software · supplemental task
Appraise vendor manufacturing capabilities through on-site observations or other measurements.Little or no AI speed-up · supplemental task

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Questions about supply chain managers and AI

Will AI replace supply chain managers?

Not entirely. Parts of the job are likely to change as AI takes over routine tasks. Supply Chain Managers score 49 out of 100 (elevated exposure), #252 of 923 US jobs. AI could speed up 29 of the job's 30 tasks, 0 of them on its own, while 1 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which supply chain managers tasks can AI do?

The most exposed tasks include "Determine appropriate equipment and staffing levels to load, unload, move, or store materials"; "Manage activities related to strategic or tactical purchasing, material requirements planning, controlling inventory, warehousing, or receiving"; "Select transportation routes to maximize economy by combining shipments or consolidating warehousing and distribution".

Which supply chain managers tasks are hardest for AI?

Tasks with little or no AI speed-up include "Appraise vendor manufacturing capabilities through on-site observations or other measurements".

Are people already using AI for this work?

Yes. In April–May 2026, 4 of the 30 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as supply chain managers, and what do they earn?

About 221,180 people in the US (figure for Transportation, Storage, and Distribution Managers), 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.