medium risk

Storage and Distribution Managers

Also known as: Ammunition Storage Superintendent, Building Supervisor, Bulk Plant Manager, Cold Storage Supervisor, Compressor Stations Superintendent, Delivery Manager, Dispatch Manager, Distribution Center Manager, Distribution Center Supervisor, Distribution Coordinator

Plan, direct, or coordinate the storage or distribution operations within an organization or the activities of organizations that are engaged in storing or distributing materials or products.

Green Enhanced SkillsHigher risk than 66% of occupations

AI Impact Summary

Storage and Distribution Managers faces moderate AI displacement risk with a score of 40/100. This occupation has higher AI displacement risk than 66% of all analyzed occupations. Of 31 analyzed tasks, 10 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Skill Impact Analysis

AI-Vulnerable

AI-Resistant

AI-Augmented

AI-Vulnerable

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

AI-Resistant

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

+14 more skills

Education & Training

Percentage of workers at each education and training level

Education Level

Less than High School4%

High School Diploma21%

Some College4%

Post-Secondary Certificate8%

Associate's Degree8%

Bachelor's Degree50%

Master's Degree4%

Prior Experience Needed

Work experience required to enter this job

None4%

Up to 1 month4%

1-2 years17%

2-4 years25%

4-6 years33%

6-8 years4%

8-10 years4%

Over 10 years8%

Training Provided After Hiring

How long it typically takes to learn on the job

None8%

Up to 1 month17%

1-3 months8%

3-6 months21%

6 months - 1 year21%

2-4 years17%

4-6 years8%

How AI Impacts Each Task

31 tasks analyzed

Supervise the activities of workers engaged in receiving, storing, testing, and shipping products or materials.

Risk: 19.0%AI: 10Time: 4%

Plan, develop, or implement warehouse safety and security programs and activities.

Risk: 47.0%AI: 50Time: 3%

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

Risk: 47.0%AI: 50Time: 2%

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

Risk: 31.0%AI: 40Time: 3%

Develop and document standard and emergency operating procedures for receiving, handling, storing, shipping, or salvaging products or materials.

Risk: 51.0%AI: 60Time: 2%

Task	AI Capability	Risk	Time %
Supervise the activities of workers engaged in receiving, storing, testing, and shipping products or materials.	10	19.0%	4%
Plan, develop, or implement warehouse safety and security programs and activities.	50	47.0%	3%
Inspect physical conditions of warehouses, vehicle fleets, or equipment and order testing, maintenance, repairs, or replacements.	50	47.0%	2%
Respond to customers' or shippers' questions and complaints regarding storage and distribution services.	40	31.0%	3%
Develop and document standard and emergency operating procedures for receiving, handling, storing, shipping, or salvaging products or materials.	60	51.0%	2%

Protective Factors

Total protective discount: 26.9%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityDependabilityAttention to DetailLeadershipStress ToleranceCooperationAdaptability/FlexibilityInitiativeSelf ControlAnalytical ThinkingIndependencePersistence