Storage and Distribution Managers
SOC: 11-3071.02 · Job Zone 4 (Considerable preparation)
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.
AI Impact Summary
Storage and Distribution Managers faces moderate AI displacement risk with a score of 40/100. Significant displacement is estimated between 2046 and 2076. Of 31 analyzed tasks, 10 are highly automatable, particularly in routine_cognitive. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Wage & Employment (2024)
Median Wage
$102,010
per year
Mean Wage
$116,010
per year
Employment
213K
workers
Wage Range
$61,200 - $180,590
10th - 90th pct
Wage Distribution
Protective Factors
Total protective discount: 26.9%
Skill Analysis
AI-Vulnerable Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (7)
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (5)
Recommendations
Skills to Develop
These skills are at risk from AI automation. Storage and Distribution Managers professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Persuasion
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Negotiation
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Systems Analysis
Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Task Breakdown
31 tasks analyzed
Supervise the activities of workers engaged in receiving, storing, testing, and shipping products or materials.
Plan, develop, or implement warehouse safety and security programs and activities.
Inspect physical conditions of warehouses, vehicle fleets, or equipment and order testing, maintenance, repairs, or replacements.
Respond to customers' or shippers' questions and complaints regarding storage and distribution services.
Develop and document standard and emergency operating procedures for receiving, handling, storing, shipping, or salvaging products or materials.
Monitor inventory levels of products or materials in warehouses.
Review invoices, work orders, consumption reports, or demand forecasts to estimate peak delivery periods and to issue work assignments.
Develop storage and distribution models that include factors such as warehouse locations, customer locations, or available transportation modes to maximize operational efficiency or sustainability.
Track and trace goods while they are en route to their destinations, expediting orders when necessary.
Participate in setting transportation and service rates.
Prepare and manage departmental budgets.
Issue shipping instructions and provide routing information to ensure that delivery times and locations are coordinated.
Evaluate locations for new warehouses or distribution networks to determine their potential usefulness.
Examine products or materials to estimate quantities or weight and type of container required for storage or transport.
Interview, select, and train warehouse and supervisory personnel.
Advise sales and billing departments of transportation charges for customers' accounts.
Prepare or direct preparation of correspondence, reports, and operations, maintenance, and safety manuals.
Arrange for necessary shipping documentation and contact customs officials to effect release of shipments.
Confer with department heads to coordinate warehouse activities, such as production, sales, records control, or purchasing.
Arrange for storage facilities when required.
Examine invoices and shipping manifests for conformity to tariff and customs regulations.
Evaluate contractors or business partners for operational efficiency or safety or environmental performance records.
Negotiate with carriers, warehouse operators, or insurance company representatives for services and preferential rates.
Evaluate freight or inventory costs associated with transit times to ensure that costs are appropriate.
Develop or implement plans for facility modification or expansion, such as equipment purchase or changes in space allocation or structural design.
Develop or implement plans for storage and distribution activities that emphasize technological solutions for sustainability, such as investment in smart or eco-friendly containers, dynamic distribution networks, warehouse renovations, or fuel efficient fleets.
Schedule or monitor air or surface pickup, delivery, or distribution of products or materials.
Plan or implement environmental training programs and activities.
Evaluate the environmental implications of new warehouses or distribution networks.
Select modes of transportation for the distribution of goods that minimize pollution, such as carbon output or other environmental impacts.
Identify and implement carbon minimization activities to offset carbon emissions, such as by planting trees, purchasing carbon credits, or purchasing green technologies, such as air filtration or alternative energy vehicles or power.
| Task | Category | AI Capability | Risk Score | Time % |
|---|---|---|---|---|
| Supervise the activities of workers engaged in receiving, storing, testing, and shipping products or materials. | Non-Routine Interpersonal | 10 | 19.0 | 4% |
| Plan, develop, or implement warehouse safety and security programs and activities. | Non-Routine Analytical | 50 | 47.0 | 3% |
| Inspect physical conditions of warehouses, vehicle fleets, or equipment and order testing, maintenance, repairs, or replacements. | Non-Routine Analytical | 50 | 47.0 | 2% |
| Respond to customers' or shippers' questions and complaints regarding storage and distribution services. | Non-Routine Interpersonal | 40 | 31.0 | 3% |
| Develop and document standard and emergency operating procedures for receiving, handling, storing, shipping, or salvaging products or materials. | Non-Routine Analytical | 60 | 51.0 | 2% |
| Monitor inventory levels of products or materials in warehouses. | Routine Cognitive | 90 | 85.2 | 3% |
| Review invoices, work orders, consumption reports, or demand forecasts to estimate peak delivery periods and to issue work assignments. | Non-Routine Analytical | 70 | 55.0 | 2% |
| Develop storage and distribution models that include factors such as warehouse locations, customer locations, or available transportation modes to maximize operational efficiency or sustainability. | Non-Routine Analytical | 70 | 55.0 | 2% |
| Track and trace goods while they are en route to their destinations, expediting orders when necessary. | Routine Cognitive | 90 | 85.2 | 2% |
| Participate in setting transportation and service rates. | Non-Routine Analytical | 65 | 53.0 | 1% |
| Prepare and manage departmental budgets. | Non-Routine Analytical | 65 | 53.0 | 2% |
| Issue shipping instructions and provide routing information to ensure that delivery times and locations are coordinated. | Routine Cognitive | 90 | 85.2 | 2% |
| Evaluate locations for new warehouses or distribution networks to determine their potential usefulness. | Non-Routine Analytical | 60 | 51.0 | 1% |
| Examine products or materials to estimate quantities or weight and type of container required for storage or transport. | Routine Cognitive | 80 | 81.2 | 2% |
| Interview, select, and train warehouse and supervisory personnel. | Non-Routine Interpersonal | 20 | 23.0 | 2% |
| Advise sales and billing departments of transportation charges for customers' accounts. | Routine Cognitive | 85 | 83.2 | 1% |
| Prepare or direct preparation of correspondence, reports, and operations, maintenance, and safety manuals. | Routine Cognitive | 90 | 85.2 | 2% |
| Arrange for necessary shipping documentation and contact customs officials to effect release of shipments. | Routine Cognitive | 80 | 81.2 | 2% |
| Confer with department heads to coordinate warehouse activities, such as production, sales, records control, or purchasing. | Non-Routine Interpersonal | 15 | 21.0 | 3% |
| Arrange for storage facilities when required. | Routine Cognitive | 80 | 81.2 | 1% |
| Examine invoices and shipping manifests for conformity to tariff and customs regulations. | Routine Cognitive | 90 | 85.2 | 2% |
| Evaluate contractors or business partners for operational efficiency or safety or environmental performance records. | Non-Routine Analytical | 65 | 53.0 | 2% |
| Negotiate with carriers, warehouse operators, or insurance company representatives for services and preferential rates. | Non-Routine Interpersonal | 10 | 19.0 | 2% |
| Evaluate freight or inventory costs associated with transit times to ensure that costs are appropriate. | Non-Routine Analytical | 70 | 55.0 | 2% |
| Develop or implement plans for facility modification or expansion, such as equipment purchase or changes in space allocation or structural design. | Non-Routine Analytical | 40 | 43.0 | 1% |
| Develop or implement plans for storage and distribution activities that emphasize technological solutions for sustainability, such as investment in smart or eco-friendly containers, dynamic distribution networks, warehouse renovations, or fuel efficient fleets. | Non-Routine Analytical | 60 | 51.0 | 1% |
| Schedule or monitor air or surface pickup, delivery, or distribution of products or materials. | Routine Cognitive | 90 | 85.2 | 2% |
| Plan or implement environmental training programs and activities. | Non-Routine Interpersonal | 25 | 25.0 | 1% |
| Evaluate the environmental implications of new warehouses or distribution networks. | Non-Routine Analytical | 65 | 53.0 | 1% |
| Select modes of transportation for the distribution of goods that minimize pollution, such as carbon output or other environmental impacts. | Non-Routine Analytical | 70 | 55.0 | 44% |
| Identify and implement carbon minimization activities to offset carbon emissions, such as by planting trees, purchasing carbon credits, or purchasing green technologies, such as air filtration or alternative energy vehicles or power. | Non-Routine Analytical | 60 | 51.0 | 1% |
Community Assessment
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