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The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
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Last Update: 4/23/2026
Your role’s AI Resilience Score is
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
High
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
High
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
This result is backed by strong agreement across multiple data sources.
Contributing sources
Transportation, Storage, and Distribution Managers are somewhat more resilient to AI impacts than most occupations, according to our analysis of 7 sources.
The career of Transportation, Storage, and Distribution Managers is labeled as "Mostly Resilient" because while AI and automation are enhancing routine tasks like scheduling and data management, they still need people for key responsibilities. Managers play a crucial role in interviewing and training staff, managing budgets, and solving complex problems, which require human judgment and decision-making skills that AI can't replicate.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is mostly resilient
The career of Transportation, Storage, and Distribution Managers is labeled as "Mostly Resilient" because while AI and automation are enhancing routine tasks like scheduling and data management, they still need people for key responsibilities. Managers play a crucial role in interviewing and training staff, managing budgets, and solving complex problems, which require human judgment and decision-making skills that AI can't replicate.
Read full analysisAnalysis of Current AI Resilience
Transp., Storage & Distrib. Mgrs.
Updated Quarterly • Last Update: 2/17/2026

In modern logistics, many routine tasks are already supported by AI or automation. For example, smart planning systems can schedule deliveries and optimize routes with minimal human help [1]. Companies often use data-driven tools to forecast demand and manage inventory – one study found 45% of firms use machine learning to optimize inventory and 40% to predict demand [2].
Computers also keep records and generate reports automatically. Even customer questions are often handled by AI chatbots – a survey showed over 70% of companies use AI chatbots for supply-chain customer service [2]. Experts note these tools improve efficiency and free managers to focus on harder problems [1].
However, many tasks still need people. Official job profiles (O*NET) say managers interview and train staff and monitor budgets [3] [3] – things that currently rely on human judgment. Industry experts emphasize that AI should augment human work, not replace it.
In supply chain settings, AI is described as enhancing human decision-making: “the key isn’t trusting AI alone, but combining it with human insight for smarter, faster decisions” [4]. In short, computers handle data and routine logistics steps today, while managers still do the people, training, and trouble-shooting parts.

Whether companies adopt AI fast or slow depends on practical trade-offs. Many logistics firms face rising costs, so they turn to automation for help. A recent survey found that over half of supply-chain companies are already using AI or automation, and fast-growing companies are especially likely to try it (63% of high-growth firms use generative AI) [2] [2].
On the other hand, adding AI can be expensive and needs good data and training to work well. Businesses also worry about trust and fairness: experts advise using AI as a “smart helper” with human oversight [4]. Legal rules and safety standards (for example, for autonomous vehicles) can slow adoption too.
In the end, most analysts agree AI will play a supporting role. It can boost efficiency and save time, but people are still needed to handle complex issues, customer care, and creative problem-solving [4] [1]. This balanced approach means workers can use AI to do some tasks faster, while keeping the human skills that machines can’t replace.

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They make sure goods are safely moved, stored, and delivered on time by planning and organizing transportation and storage operations.
Median Wage
$102,010
Jobs (2024)
216,700
Growth (2024-34)
+6.1%
Annual Openings
18,500
Education
High school diploma or equivalent
Experience
5 years or more
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Serve as contact persons for all workers within assigned territories.
Promote safe work activities by conducting safety audits, attending company safety meetings, or meeting with individual staff members.
Participate in union contract negotiations or grievance settlements.
Plan, organize, or manage the work of subordinate staff to ensure that the work is accomplished in a manner consistent with organizational requirements.
Provide administrative or technical assistance to those receiving transportation-related grants.
Examine invoices and shipping manifests for conformity to tariff and customs regulations.
Plan, develop, or implement warehouse safety and security programs and activities.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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