Takeover Tracker
40%medium risk

Logistics Analysts

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

Higher risk than 82% of occupations
Checking for existing plan...

How AI Impacts Each Task

31 tasks analyzed

Maintain databases of logistics information.

Risk: 69.2%AI: 50ObservedTime: 4%

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

Risk: 43.0%AI: 39.95ObservedTime: 6%

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

Risk: 51.0%AI: 60EstimatedTime: 6%

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

Risk: 70.7%AI: 53.73ObservedTime: 3%

Prepare reports on logistics performance measures.

Risk: 73.7%AI: 61.22ObservedTime: 4%

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

Risk: 27.0%AI: 30EstimatedTime: 4%

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

Risk: 68.5%AI: 48.32ObservedTime: 3%

Track product flow from origin to final delivery.

Risk: 66.9%AI: 44.33ObservedTime: 3%

Recommend improvements to existing or planned logistics processes.

Risk: 49.0%AI: 55EstimatedTime: 5%

Enter logistics-related data into databases.

Risk: 62.6%AI: 33.58ObservedTime: 4%

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

Risk: 57.0%AI: 75EstimatedTime: 5%

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

Risk: 49.0%AI: 55EstimatedTime: 4%

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

Risk: 53.0%AI: 65EstimatedTime: 5%

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

Risk: 85.2%AI: 90EstimatedTime: 3%

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

Risk: 55.0%AI: 70EstimatedTime: 5%

Maintain logistics records in accordance with corporate policies.

Risk: 63.4%AI: 35.48ObservedTime: 3%

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

Risk: 86.0%AI: 92EstimatedTime: 2%

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

Risk: 87.2%AI: 95EstimatedTime: 3%

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

Risk: 51.0%AI: 60EstimatedTime: 3%

Write or revise standard operating procedures for logistics processes.

Risk: 53.0%AI: 65EstimatedTime: 3%

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

Risk: 31.0%AI: 40EstimatedTime: 3%

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

Risk: 49.5%AI: 56.25ObservedTime: 2%

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

Risk: 57.0%AI: 75EstimatedTime: 3%

Identify opportunities for inventory reductions.

Risk: 55.0%AI: 70EstimatedTime: 2%

Contact potential vendors to determine material availability.

Risk: 33.0%AI: 45EstimatedTime: 2%

Determine packaging requirements.

Risk: 67.0%AI: 44.57ObservedTime: 2%

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

Risk: 87.2%AI: 95EstimatedTime: 2%

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

Risk: 27.0%AI: 30EstimatedTime: 2%

Contact carriers for rates or schedules.

Risk: 85.2%AI: 90EstimatedTime: 2%

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

Risk: 51.0%AI: 60EstimatedTime: 2%

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

Risk: 87.2%AI: 95EstimatedTime: 5%

Skill Impact 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 (11)

Adaptability/Flexibility85%

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

Leadership88%

Leadership 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.

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.

Service Orientation82%

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

Negotiation85%

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

Recommended Courses

Courses matched to Logistics Analysts 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

-7.3pt risk+$4K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courseraintermediate

Systems Thinking In Practice

by The Open University

20 hours$49/mo4.5Certificate
Enhances AI augmentation: Systems Analysis

Estimated Impact

-5.4pt 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

-3.8pt 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.

Score History

Risk score over 3 scoring runs

-16.7

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Some College4%
Post-Secondary Certificate12%
Associate's Degree8%
Bachelor's Degree56%
Doctoral/Professional Degree20%

Prior Experience Needed

Work experience required to enter this job

None8%
1-2 years20%
2-4 years28%
4-6 years20%
6-8 years4%
8-10 years12%
Over 10 years8%

Training Provided After Hiring

How long it typically takes to learn on the job

1-3 months20%
3-6 months28%
6 months - 1 year20%
1-2 years16%
2-4 years8%
4-6 years8%

Related News

Recent articles about AI affecting this occupation

5 articles

Logistics Automation Trends Highlighted in FreightWaves Briefing

A recent industry broadcast highlighted the growing role of automation in transportation management systems. The discussion signals ongoing technological shifts in logistics workflows that could impact freight and supply chain roles.

FreightWaves4d ago

Transport Industry Pushes Congress to Accelerate Automation Rollouts

Industry leaders are actively lobbying the government to strip away outdated policies slowing the deployment of emerging transportation tools. If successful, this could rapidly accelerate the adoption of autonomous trucking and logistics AI.

Transport Topics4d ago

Tractor Supply deploys AI to automate delivery route planning for managers

The rural lifestyle retailer is deploying AI tools to automate delivery route planning for its logistics managers. Instead of replacing workers, the system is designed to increase the efficiency and output of existing supply chain teams.

Supply Chain Dive4d ago

AI Agents Move From Experimentation to Everyday Freight Operations

A new joint report from FreightWaves and Trimble reveals that AI is actively taking over repetitive supply chain tasks and operational decision-making. Logistics companies are rapidly shifting from testing AI to full deployment.

FreightWaves5d ago

C.H. Robinson deploys new AI tools to automate freight planning roles.

The freight brokerage is expanding its automated managed solutions with a new Engineer tool, building on last year's AI Planner. This signals a continued push to automate complex logistics coordination roles traditionally held by human brokers.

FreightWaves6d ago

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis