AITakeover Tracker
30%medium risk

Logisticians

Analyze and coordinate the logistical functions of a firm or organization. Responsible for the entire life cycle of a product, including acquisition, distribution, internal allocation, delivery, and final disposal of resources.

Higher risk than 37% of occupations

AI Impact Summary

Logisticians faces moderate AI displacement risk with a score of 30/100. This occupation has higher AI displacement risk than 37% of all analyzed occupations. Of 22 analyzed tasks, 2 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 Skills (6)

Information Ordering5%

High reliance on Information Ordering 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.

Mathematics10%

High reliance on Mathematics 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 (11)

Leadership88%

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

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

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.

Social Perceptiveness90%

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

Service Orientation82%

Service Orientation 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.

AI-Augmented Skills (7)

Critical ThinkingMonitoringJudgment and Decision MakingSystems AnalysisActive LearningWritingTechnology Design

Recommended Courses

Courses matched to Logisticians skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.7pt risk+$5K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Pluralsightbeginner

Cybersecurity Fundamentals Path

by Pluralsight

30 hours$29/mo4.5Certificate
Enhances AI augmentation: Monitoring

Estimated Impact

-5.3pt risk+$5K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-4pt risk+$5K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma8%
Some College8%
Post-Secondary Certificate8%
Bachelor's Degree75%

Prior Experience Needed

Work experience required to enter this job

None8%
1-2 years21%
2-4 years25%
4-6 years33%
6-8 years8%
Over 10 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

None4%
Up to 1 month17%
1-3 months38%
3-6 months13%
6 months - 1 year13%
1-2 years17%

How AI Impacts Each Task

22 tasks analyzed

Maintain and develop positive business relationships with a customer's key personnel involved in, or directly relevant to, a logistics activity.

Risk: 21.0%AI: 15EstimatedTime: 7%

Develop an understanding of customers' needs and take actions to ensure that such needs are met.

Risk: 34.6%AI: 49ObservedTime: 7%

Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations.

Risk: 29.0%AI: 35EstimatedTime: 5%

Develop proposals that include documentation for estimates.

Risk: 49.4%AI: 55.88ObservedTime: 5%

Review logistics performance with customers against targets, benchmarks, and service agreements.

Risk: 31.0%AI: 40EstimatedTime: 5%

Direct availability and allocation of materials, supplies, and finished products.

Risk: 53.0%AI: 65EstimatedTime: 7%

Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.

Risk: 31.0%AI: 40EstimatedTime: 5%

Redesign the movement of goods to maximize value and minimize costs.

Risk: 53.0%AI: 65EstimatedTime: 6%

Perform managerial duties such as hiring and training employees and overseeing facility needs or requirements.

Risk: 23.0%AI: 20EstimatedTime: 5%

Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.

Risk: 29.0%AI: 35EstimatedTime: 5%

Collaborate with other departments as necessary to meet customer requirements, to take advantage of sales opportunities or, in the case of shortages, to minimize negative impacts on a business.

Risk: 25.0%AI: 25EstimatedTime: 5%

Report project plans, progress, and results.

Risk: 86.0%AI: 92EstimatedTime: 4%

Protect and control proprietary materials.

Risk: 61.1%AI: 29.85ObservedTime: 2%

Stay informed of logistics technology advances and apply appropriate technology to improve logistics processes.

Risk: 47.0%AI: 50EstimatedTime: 3%

Develop and implement technical project management tools, such as plans, schedules, and responsibility and compliance matrices.

Risk: 55.9%AI: 72.3ObservedTime: 4%

Provide project management services, including the provision and analysis of technical data.

Risk: 53.3%AI: 65.62ObservedTime: 5%

Manage the logistical aspects of product life cycles, including coordination or provisioning of samples, and the minimization of obsolescence.

Risk: 51.0%AI: 60EstimatedTime: 4%

Perform system lifecycle cost analysis and develop component studies.

Risk: 53.0%AI: 65EstimatedTime: 4%

Plan, organize, and execute logistics support activities, such as maintenance planning, repair analysis, and test equipment recommendations.

Risk: 51.0%AI: 60EstimatedTime: 4%

Participate in the assessment and review of design alternatives and design change proposal impacts.

Risk: 49.0%AI: 55EstimatedTime: 3%

Direct and support the compilation and analysis of technical source data necessary for product development.

Risk: 53.0%AI: 65EstimatedTime: 3%

Support the development of training materials and technical manuals.

Risk: 71.0%AI: 54.47ObservedTime: 2%

Protective Factors

Total protective discount: 31.4%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityDependabilityAttention to DetailInitiativeCooperationAnalytical ThinkingLeadershipStress ToleranceSelf ControlAdaptability/FlexibilityPersistenceAchievement/Effort

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
Career Planning

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Recommendations

Skills to Develop

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

  • Information Ordering

    High reliance on Information Ordering 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.

  • Mathematics

    High reliance on Mathematics 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.

  • Leadership

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

  • Adaptability/Flexibility

    Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

  • 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.

  • Social Perceptiveness

    Social Perceptiveness 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.

  • Monitoring

    Monitoring 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.

  • Systems Analysis

    Systems Analysis 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.

Score History

Risk score over 3 scoring runs

-4.7

overall change

Checking for existing plan...