AITakeover Tracker
57%high risk

Logistics Analysts

SOC: 13-1081.02 · Job Zone 4 (Considerable preparation)

Analyze product delivery or supply chain processes to identify or recommend changes. May manage route activity including invoicing, electronic bills, and shipment tracing.

High RiskEst. full displacement: 20342041high confidence
Raw task score: 74.6Protective discount: 23.4%31 tasks scoredModel: v1.0_gemini-3-1-pro-preview_20260228

AI Impact Summary

Logistics Analysts faces high AI displacement risk with a score of 57/100. Significant displacement is estimated between 2034 and 2041. Of 31 analyzed tasks, 15 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

$80,880

per year

Mean Wage

$87,600

per year

Employment

236K

workers

Wage Range

$49,260 - $132,110

10th - 90th pct

Wage Distribution

$49,260Median: $80,880$132,110

Protective Factors

Total protective discount: 23.4%

Skill Analysis

AI-Vulnerable Skills (6)

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%

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

Mathematics10%

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

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)

Complex Problem Solving75%

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

Coordination70%

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

Social Perceptiveness90%

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

Persuasion80%

Persuasion 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 ThinkingSystems AnalysisJudgment and Decision MakingWritingActive Learning

Recommendations

Skills to Develop

These skills are at risk from AI automation. Logistics Analysts professionals should diversify beyond them.

  • 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

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

  • Mathematics

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

  • 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.

  • Complex Problem Solving

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

  • Coordination

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

  • Social Perceptiveness

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

  • Persuasion

    Persuasion 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.

  • 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.

  • Writing

    Writing 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

Maintain databases of logistics information.

Routine CognitiveAI: 90Risk: 85.2Time: 2%

Interpret data on logistics elements, such as availability, maintainability, reliability, supply chain management, strategic sourcing or distribution, supplier management, or transportation.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 3%

Provide ongoing analyses in areas such as transportation costs, parts procurement, back orders, or delivery processes.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 3%

Develop or maintain payment systems to ensure accuracy of vendor payments.

Routine CognitiveAI: 80Risk: 81.2Time: 2%

Prepare reports on logistics performance measures.

Routine CognitiveAI: 90Risk: 85.2Time: 2%

Confer with logistics management teams to determine ways to optimize service levels, maintain supply-chain efficiency, or minimize cost.

Non-Routine InterpersonalAI: 30Risk: 27.0Time: 2%

Remotely monitor the flow of vehicles or inventory, using Web-based logistics information systems to track vehicles or containers.

Routine CognitiveAI: 90Risk: 85.2Time: 2%

Track product flow from origin to final delivery.

Routine CognitiveAI: 90Risk: 85.2Time: 2%

Recommend improvements to existing or planned logistics processes.

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

Enter logistics-related data into databases.

Routine CognitiveAI: 95Risk: 87.2Time: 2%

Develop or maintain models for logistics uses, such as cost estimating or demand forecasting.

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

Review procedures, such as distribution or inventory management, to ensure maximum efficiency or minimum cost.

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

Apply analytic methods or tools to understand, predict, or control logistics operations or processes.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 3%

Monitor inventory transactions at warehouse facilities to assess receiving, storage, shipping, or inventory integrity.

Routine CognitiveAI: 85Risk: 83.2Time: 2%

Analyze logistics data, using methods such as data mining, data modeling, or cost or benefit analysis.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 3%

Maintain logistics records in accordance with corporate policies.

Routine CognitiveAI: 90Risk: 85.2Time: 2%

Develop or maintain freight rate databases for use by supply chain departments to determine the most economical modes of transportation.

Routine CognitiveAI: 85Risk: 83.2Time: 2%

Compute reporting metrics, such as on-time delivery rates, order fulfillment rates, or inventory turns.

Routine CognitiveAI: 95Risk: 87.2Time: 2%

Manage systems to ensure that pricing structures adequately reflect logistics costing.

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

Write or revise standard operating procedures for logistics processes.

Routine CognitiveAI: 80Risk: 81.2Time: 2%

Communicate with or monitor service providers, such as ocean carriers, air freight forwarders, global consolidators, customs brokers, or trucking companies.

Non-Routine InterpersonalAI: 35Risk: 29.0Time: 2%

Monitor industry standards, trends, or practices to identify developments in logistics planning or execution.

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

Reorganize shipping schedules to consolidate loads, maximize vehicle usage, or limit the movement of empty vehicles or containers.

Non-Routine AnalyticalAI: 75Risk: 57.0Time: 2%

Identify opportunities for inventory reductions.

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

Contact potential vendors to determine material availability.

Non-Routine InterpersonalAI: 35Risk: 29.0Time: 1%

Determine packaging requirements.

Routine CognitiveAI: 75Risk: 79.2Time: 1%

Route or reroute drivers in real time with remote route navigation software, satellite linkup systems, or global positioning systems (GPS) to improve operational efficiencies.

Routine CognitiveAI: 90Risk: 85.2Time: 2%

Arrange for sale or lease of excess storage or transport capacity to minimize losses or inefficiencies associated with empty space.

Non-Routine InterpersonalAI: 30Risk: 27.0Time: 1%

Contact carriers for rates or schedules.

Routine CognitiveAI: 85Risk: 83.2Time: 1%

Compare locations or environmental policies of carriers or suppliers to make transportation decisions with lower environmental impact.

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

Enter carbon-output or environmental-impact data into spreadsheets or environmental management or auditing software programs.

Routine CognitiveAI: 95Risk: 87.2Time: 44%

Community Assessment

Do you agree with this risk score?

Career Planning

Explore other career paths

Compare displacement risk across occupations and find careers with stronger long-term prospects.