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Management & Leadership · Updated Aug 2026

Supply Chain Managers

Direct or coordinate production, purchasing, warehousing, distribution, or financial forecasting services or activities to limit costs and improve accuracy, customer service, or safety. Examine existing procedures or opportunities for streamlining activities to meet product distribution needs. Direct the movement, storage, or processing of inventory.

JVS 2.0.0-phase4b
AI Exposure
62/100
High

How much of this occupation’s work can be materially affected by current AI systems.

Replacement Risk
56/100
Moderate

How likely exposure is to translate into reduced human demand.

Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured

Evidence quality
Confidence82/100
Task coverage85%

Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.

Task-level evidence

What is driving the score?

Occupation scores are built from the task mix—not a single prediction about a job title.

JVS 2.0.0-phase4b
TaskImportanceAI impactExposure
Manage activities related to strategic or tactical purchasing, material requirements planning, controlling inventory, warehousing, or receiving.High
70
Confer with supply chain planners to forecast demand or create supply plans that ensure availability of materials or products.High
73
Analyze inventories to determine how to increase inventory turns, reduce waste, or optimize customer service.High
68
Develop procedures for coordination of supply chain management with other functional areas, such as sales, marketing, finance, production, or quality assurance.High
73
Analyze information about supplier performance or procurement program success.High
74
Meet with suppliers to discuss performance metrics, to provide performance feedback, or to discuss production forecasts or changes.Medium
75
Determine appropriate equipment and staffing levels to load, unload, move, or store materials.High
45
Design, implement, or oversee product take back or reverse logistics programs to ensure products are recycled, reused, or responsibly disposed.Medium
74
Define performance metrics for measurement, comparison, or evaluation of supply chain factors, such as product cost or quality.High
72
Implement new or improved supply chain processes to improve efficiency or performance.High
75
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.Medium
74
Negotiate prices and terms with suppliers, vendors, or freight forwarders.High
58
Design or implement supply chains that support business strategies adapted to changing market conditions, new business opportunities, or cost reduction strategies.Medium
74
Document physical supply chain processes, such as workflows, cycle times, position responsibilities, or system flows.Medium
73
Design or implement plant warehousing strategies for production materials or finished products.Medium
74
Identify or qualify new suppliers in collaboration with other departments, such as procurement, engineering, or quality assurance.Medium
75
Monitor suppliers' activities to assess performance in meeting quality or delivery requirements.Medium
39
Monitor forecasts and quotas to identify changes and predict effects on supply chain activities.Medium
33
Select transportation routes to maximize economy by combining shipments or consolidating warehousing and distribution.High
19
Most exposed

Where AI can do more

Routine, digitized, and highly repeatable tasks face the greatest pressure.

  1. Meet with suppliers to discuss performance metrics, to provide performance feedback, or to discuss production forecasts or changes.75
  2. Implement new or improved supply chain processes to improve efficiency or performance.75
  3. Identify or qualify new suppliers in collaboration with other departments, such as procurement, engineering, or quality assurance.75
  4. Analyze information about supplier performance or procurement program success.74
Hardest to automate

Where people still matter

These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.

  1. Select transportation routes to maximize economy by combining shipments or consolidating warehousing and distribution.01
  2. Monitor forecasts and quotas to identify changes and predict effects on supply chain activities.02
  3. Monitor suppliers' activities to assess performance in meeting quality or delivery requirements.03
  4. Determine appropriate equipment and staffing levels to load, unload, move, or store materials.04
  5. Manage activities related to strategic or tactical purchasing, material requirements planning, controlling inventory, warehousing, or receiving.05
Where else this work leads

Related occupations

Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.

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Beyond AI capability

Adoption and labour-market outlook

Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.

Human dependency73
Physical dependency30
Adoption pressure57
Labour-market resilience56
Methodology & sources

O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.

Confidence82/100
CalculatedAug 21, 2026
Read methodology →