AI exposure by occupation, O*NET 13-1081.00
Will AI replace Logisticians?
Logisticians: AI can already handle 6 of 22 tasks; the work mostly needs a frontier-tier model.
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Every task, scored
The 22 tasks O*NET 30.3 lists for Logisticians, from most to least exposed. 6 reach 60 or more, the level at which AI already handles a task.
| Task | AI exposure | Evidence | Model tier |
|---|---|---|---|
| Develop an understanding of customers' needs and take actions to ensure that such needs are met. | Observed | Standard | |
| Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations. | Estimated | Frontier | |
| Review logistics performance with customers against targets, benchmarks, and service agreements. | Estimated | Standard | |
| Participate in the assessment and review of design alternatives and design change proposal impacts. | Estimated | Standard | |
| Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations. | Observed | Efficient | |
| Plan, organize, and execute logistics support activities, such as maintenance planning, repair analysis, and test equipment recommendations. | Estimated | Frontier | |
| Direct availability and allocation of materials, supplies, and finished products. | Estimated | Frontier | |
| Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources. | Estimated | Frontier | |
| Collaborate with other departments as necessary to meet customer requirements, to take advantage of sales opportunities or, in the case of shortages, to minimize negative impacts on a business. | Estimated | Standard | |
| Protect and control proprietary materials. | Estimated | Frontier | |
| Stay informed of logistics technology advances and apply appropriate technology to improve logistics processes. | Estimated | Standard | |
| Provide project management services, including the provision and analysis of technical data. | Estimated | Frontier | |
| Manage the logistical aspects of product life cycles, including coordination or provisioning of samples, and the minimization of obsolescence. | Estimated | Frontier | |
| Maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity. | Estimated | Standard | |
| Redesign the movement of goods to maximize value and minimize costs. | Estimated | Frontier | |
| Develop and implement technical project management tools, such as plans, schedules, and responsibility and compliance matrices. | Estimated | Frontier | |
| Perform system lifecycle cost analysis and develop component studies. | Estimated | Standard | |
| Direct and support the compilation and analysis of technical source data necessary for product development. | Estimated | Frontier | |
| Develop proposals that include documentation for estimates. | Observed | Efficient | |
| Report project plans, progress, and results. | Observed | Standard | |
| Support the development of training materials and technical manuals. | Observed | Efficient | |
| Perform managerial duties such as hiring and training employees and overseeing facility needs or requirements. | Estimated | Standard |
Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 5 of 22 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 17 of 22. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.
The model tier this role needs
A frontier-tier model or lower covers 100% of the role's importance-weighted task work. 100% of the work is something AI can address at some tier.
Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.
Wages, employment and outlook
- US employment
- 251,040
- Median annual wage
- $82,320
- Middle half of earners
- $64,440 to $106,190
- Projected change, 2024 to 2034
- +16.7%
Employment and wages: BLS Occupational Employment and Wage Statistics, May 2025, national. Projection: BLS Employment Projections 2024 to 2034. BLS publishes these figures by SOC code, so O*NET occupations that share a SOC code show the same figures.
Adjacent roles
The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.
- Logistics Analysts 84% skill overlap, about 6 months to move Exposure60
- Logistics Engineers 79% skill overlap, about 8 months to move Exposure51
- Transportation, Storage, and Distribution Managers 62% skill overlap, about 14 months to move Exposure62
- Supply Chain Managers 58% skill overlap, about 15 months to move Exposure41
- Transportation Planners 58% skill overlap, about 15 months to move Exposure59
Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.
Questions about Logisticians and AI
Will AI replace Logisticians?
AI already handles 6 of the 22 tasks O*NET lists for this occupation, at a task exposure of 60 or more, and the role's importance-weighted exposure is 54 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears. BLS projects employment to change by +16.7% from 2024 to 2034.
What is the AI exposure of Logisticians?
54 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 5 of the 22 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 17 are estimated from each task's O*NET work activity.
Which Logisticians tasks can AI already do?
The tasks with the highest exposure are: Develop an understanding of customers' needs and take actions to ensure that such needs are met; Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations; Review logistics performance with customers against targets, benchmarks, and service agreements. They are three of the 6 tasks that reach 60 or more.
What AI model tier does this role need?
A frontier-tier model or lower covers 100% of the role's importance-weighted task work. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.
How many people work as Logisticians, and what do they earn?
251,040 people in the United States, with a median annual wage of $82,320 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of +16.7% from 2024 to 2034.
How to cite
Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.
JobRoute (2026). AI exposure: Logisticians. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/logisticians
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