Evolving

Last Update: 3/13/2026

Your role’s AI Resilience Score is

48.6%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium-high

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

Transportation, Storage, and Distribution Managers

They make sure goods are safely moved, stored, and delivered on time by planning and organizing transportation and storage operations.

This role is evolving

The career of Transportation, Storage, and Distribution Managers is labeled as "Evolving" because AI is becoming a bigger part of managing logistics. AI tools help with scheduling, forecasting, and handling routine customer questions, which makes operations more efficient.

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Learn more about how you can thrive in this position

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Chat with Coach
Latest news
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Analysis
Chat
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This role is evolving

The career of Transportation, Storage, and Distribution Managers is labeled as "Evolving" because AI is becoming a bigger part of managing logistics. AI tools help with scheduling, forecasting, and handling routine customer questions, which makes operations more efficient.

Read full analysis

Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

Learn about this score
Changing fast iconChanging fast

16.0%

16.0%

Microsoft's Working with AI

AI Applicability

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Evolving iconEvolving

33.9%

33.9%

Anthropic's Observed Exposure

AI Resilience

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Evolving iconEvolving

51.1%

51.1%

Will Robots Take My Job

Automation Resilience

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Evolving iconEvolving

59.6%

59.6%

Althoff & Reichardt

Economic Growth

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Stable iconStable

80.7%

80.7%

High Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

6.1%

Growth Percentile:

81.4%

Annual Openings:

18,500

Annual Openings Pct:

66.7%

Analysis of Current AI Resilience

Transp., Storage & Distrib. Mgrs.

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

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.

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AI Adoption

AI in the real world

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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More Career Info

Career: Transportation, Storage, and Distribution Managers

Employment & Wage Data

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

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

90% ResilienceCore Task

Respond to customers' or shippers' questions and complaints regarding storage and distribution services.

2

85% ResilienceCore Task

Interview, select, and train warehouse and supervisory personnel.

3

85% ResilienceCore Task

Maintain metrics, reports, process documentation, customer service logs, or training or safety records.

4

80% ResilienceCore Task

Plan, organize, or manage the work of subordinate staff to ensure that the work is accomplished in a manner consistent with organizational requirements.

5

80% ResilienceCore Task

Inspect physical conditions of warehouses, vehicle fleets, or equipment and order testing, maintenance, repairs, or replacements.

6

80% ResilienceSupplemental

Examine products or materials to estimate quantities or weight and type of container required for storage or transport.

7

75% ResilienceCore Task

Promote safe work activities by conducting safety audits, attending company safety meetings, or meeting with individual staff members.

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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