AITakeover Tracker
40%medium risk

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.

Medium RiskEst. full displacement: 20462076high confidence
Raw task score: 54.5Protective discount: 26.9%31 tasks scoredModel: v1.0_gemini-3-1-pro-preview_20260228

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

$61,200Median: $102,010$180,590

Protective Factors

Total protective discount: 26.9%

Skill Analysis

AI-Vulnerable Skills (6)

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.

Information Ordering5%

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

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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)

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.

Persuasion80%

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

Social Perceptiveness90%

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

Negotiation85%

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

Instructing75%

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

Manual Dexterity80%

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

AI-Augmented Skills (5)

Critical ThinkingWritingSystems AnalysisJudgment and Decision MakingActive Learning

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.

Non-Routine InterpersonalAI: 10Risk: 19.0Time: 4%

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

Non-Routine AnalyticalAI: 50Risk: 47.0Time: 3%

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

Non-Routine AnalyticalAI: 50Risk: 47.0Time: 2%

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

Non-Routine InterpersonalAI: 40Risk: 31.0Time: 3%

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

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 2%

Monitor inventory levels of products or materials in warehouses.

Routine CognitiveAI: 90Risk: 85.2Time: 3%

Review invoices, work orders, consumption reports, or demand forecasts to estimate peak delivery periods and to issue work assignments.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 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 AnalyticalAI: 70Risk: 55.0Time: 2%

Track and trace goods while they are en route to their destinations, expediting orders when necessary.

Routine CognitiveAI: 90Risk: 85.2Time: 2%

Participate in setting transportation and service rates.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 1%

Prepare and manage departmental budgets.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 2%

Issue shipping instructions and provide routing information to ensure that delivery times and locations are coordinated.

Routine CognitiveAI: 90Risk: 85.2Time: 2%

Evaluate locations for new warehouses or distribution networks to determine their potential usefulness.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 1%

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

Routine CognitiveAI: 80Risk: 81.2Time: 2%

Interview, select, and train warehouse and supervisory personnel.

Non-Routine InterpersonalAI: 20Risk: 23.0Time: 2%

Advise sales and billing departments of transportation charges for customers' accounts.

Routine CognitiveAI: 85Risk: 83.2Time: 1%

Prepare or direct preparation of correspondence, reports, and operations, maintenance, and safety manuals.

Routine CognitiveAI: 90Risk: 85.2Time: 2%

Arrange for necessary shipping documentation and contact customs officials to effect release of shipments.

Routine CognitiveAI: 80Risk: 81.2Time: 2%

Confer with department heads to coordinate warehouse activities, such as production, sales, records control, or purchasing.

Non-Routine InterpersonalAI: 15Risk: 21.0Time: 3%

Arrange for storage facilities when required.

Routine CognitiveAI: 80Risk: 81.2Time: 1%

Examine invoices and shipping manifests for conformity to tariff and customs regulations.

Routine CognitiveAI: 90Risk: 85.2Time: 2%

Evaluate contractors or business partners for operational efficiency or safety or environmental performance records.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 2%

Negotiate with carriers, warehouse operators, or insurance company representatives for services and preferential rates.

Non-Routine InterpersonalAI: 10Risk: 19.0Time: 2%

Evaluate freight or inventory costs associated with transit times to ensure that costs are appropriate.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 2%

Develop or implement plans for facility modification or expansion, such as equipment purchase or changes in space allocation or structural design.

Non-Routine AnalyticalAI: 40Risk: 43.0Time: 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 AnalyticalAI: 60Risk: 51.0Time: 1%

Schedule or monitor air or surface pickup, delivery, or distribution of products or materials.

Routine CognitiveAI: 90Risk: 85.2Time: 2%

Plan or implement environmental training programs and activities.

Non-Routine InterpersonalAI: 25Risk: 25.0Time: 1%

Evaluate the environmental implications of new warehouses or distribution networks.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 1%

Select modes of transportation for the distribution of goods that minimize pollution, such as carbon output or other environmental impacts.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 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 AnalyticalAI: 60Risk: 51.0Time: 1%

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