Will AI replace logistics analysts?

AI already handles some of this work on its own in real use, for tasks like “Maintain databases of logistics information”. That's 1h 3m of a typical shift; 6h 57m still has no AI or robot evidence. BLS expects about 17.6% more of these jobs by 2035.

Time card for logistics analysts showing a typical 8-hour shift: 6h 57m done by people, 1h 3m by AI.
Each mark is 5 minutes of a typical shift for logistics analysts, colored by who does that task today. Estimates from O*NET tasks and Anthropic Economic Index data. How it's made

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

Time card

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MineTask, by time spentHumanWith AIAIRobot
Communicate with or monitor service providers, such as ocean carriers, air freight forwarders, global consolidators, customs brokers, or trucking companies.34m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Maintain databases of logistics information.29m a shift · Observed in AI useTypical AI request: about 2h 25m alone, 17m with AI
Why this label?Marked AI because this task shows up regularly in real AI conversations (Anthropic Economic Index, 2025 usage), and in most of them AI does the task on its own rather than helping a person. Many workplaces may not use AI for it at all. How labels work
Interpret data on logistics elements, such as availability, maintainability, reliability, supply chain management, strategic sourcing or distribution, supplier management, or transportation.29m a shift · Observed in AI use
Why this label?Marked AI because this task shows up regularly in real AI conversations (Anthropic Economic Index, 2025 usage), and in most of them AI does the task on its own rather than helping a person. Many workplaces may not use AI for it at all. How labels work
Apply analytic methods or tools to understand, predict, or control logistics operations or processes.29m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Prepare reports on logistics performance measures.29m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Provide ongoing analyses in areas such as transportation costs, parts procurement, back orders, or delivery processes.29m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Analyze logistics data, using methods such as data mining, data modeling, or cost or benefit analysis.29m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Confer with logistics management teams to determine ways to optimize service levels, maintain supply-chain efficiency, or minimize cost.29m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Remotely monitor the flow of vehicles or inventory, using Web-based logistics information systems to track vehicles or containers.23m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Track product flow from origin to final delivery.23m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Compute reporting metrics, such as on-time delivery rates, order fulfillment rates, or inventory turns.23m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Recommend improvements to existing or planned logistics processes.17m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Enter logistics-related data into databases.17m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Monitor inventory transactions at warehouse facilities to assess receiving, storage, shipping, or inventory integrity.17m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Develop or maintain models for logistics uses, such as cost estimating or demand forecasting.17m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Maintain logistics records in accordance with corporate policies.11m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Contact carriers for rates or schedules.11m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Review procedures, such as distribution or inventory management, to ensure maximum efficiency or minimum cost.11m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Write or revise standard operating procedures for logistics processes.11m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Reorganize shipping schedules to consolidate loads, maximize vehicle usage, or limit the movement of empty vehicles or containers.11m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Manage systems to ensure that pricing structures adequately reflect logistics costing.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Identify opportunities for inventory reductions.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Monitor industry standards, trends, or practices to identify developments in logistics planning or execution.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Contact potential vendors to determine material availability.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Develop or maintain payment systems to ensure accuracy of vendor payments.6m a shift · Observed in AI use
Why this label?Marked AI because this task shows up regularly in real AI conversations (Anthropic Economic Index, 2025 usage), and in most of them AI does the task on its own rather than helping a person. Many workplaces may not use AI for it at all. How labels work
Develop or maintain freight rate databases for use by supply chain departments to determine the most economical modes of transportation.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Route or reroute drivers in real time with remote route navigation software, satellite linkup systems, or global positioning systems (GPS) to improve operational efficiencies.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Determine packaging requirements.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Enter carbon-output or environmental-impact data into spreadsheets or environmental management or auditing software programs.6m a shift · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Compare locations or environmental policies of carriers or suppliers to make transportation decisions with lower environmental impact.time not estimated · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work
Arrange for sale or lease of excess storage or transport capacity to minimize losses or inefficiencies associated with empty space.time not estimated · No AI or robot evidence found
Why this label?No AI use or robot deployment showed up for this task in our data. That isn't proof it's safe; it may just be rare in the data. How labels work

Clock history

  1. 1h 3m touchedFirst published: O*NET 30.1, Anthropic Economic Index (2025 usage and September 2026 robot study), BLS May 2025

When new data changes this clock, the date, the new numbers and the reason are logged here. Company news alone never moves the clock.

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No company news tracked for this job yet. New stories are added as they happen.

Ask the clock

Will AI replace logistics analysts?

Unlikely, though parts of the work are changing. About 1h 3m of an 8-hour shift goes to tasks touched by AI working on its own. The other 6h 57m (87%) stays with people. Separately, BLS expects about 17.6% more of these jobs by 2035 (all jobs: +3.5%).

What can AI already do for logistics analysts?

AI shows up regularly in 3 of 31 tasks, about 1h 3m of a typical shift. The biggest ones:

  • Maintain databases of logistics information. (29m a shift, AI mostly does it alone)
  • Interpret data on logistics elements, such as availability, maintainability, reliability, supply chain management, strategic sourcing or distribution, supplier management, or transportation. (29m a shift, AI mostly does it alone)
  • Develop or maintain payment systems to ensure accuracy of vendor payments. (6m a shift, AI mostly does it alone)
What still needs a person?

6h 57m of a typical shift, or 87%, goes to tasks with no AI or robot evidence yet. No AI usage or robot deployment has shown up for these so far. The biggest:

  • Communicate with or monitor service providers, such as ocean carriers, air freight forwarders, global consolidators, customs brokers, or trucking companies. (34m a shift)
  • Apply analytic methods or tools to understand, predict, or control logistics operations or processes. (29m a shift)
  • Prepare reports on logistics performance measures. (29m a shift)
  • Provide ongoing analyses in areas such as transportation costs, parts procurement, back orders, or delivery processes. (29m a shift)
  • Analyze logistics data, using methods such as data mining, data modeling, or cost or benefit analysis. (29m a shift)
Why is that work hard to automate?

Much of it comes down to where and how the work happens. In-person, hands-on and high-stakes work is where AI and robots have made the least headway so far. In the official O*NET survey of people in this job:

  • 64% are in constant contact with other people
  • 50% say dealing with the public is very or extremely important
  • 50% use their hands on tools, objects or controls more than half the time
How much time does AI save on these tasks?

For the 1 task in this job where AI shows up and timing data exists, a typical request takes about 2h 25m for a person alone and about 17m with AI. These are Claude's own estimates from real conversations in April and May 2026 (Anthropic Economic Index). They describe single requests, not whole workdays, and time saved on a task doesn't mean jobs are cut. The biggest gaps:

  • Maintain databases of logistics information (about 2h 25m alone, 17m with AI)
Are employers still hiring logistics analysts?

On Indeed, job postings in the Logistic Support sector are at 119% of their February 2020 level (all U.S. postings: 104%), up 5.1% from a year earlier, as of Oct 9, 2026. BLS separately expects about 27,000 openings a year in this job through 2035. Across all U.S. postings, 7.3% now mention AI skills. Sector postings cover more than this one job and move for many reasons besides AI.

How much do logistics analysts make?

The median pay is about $82,320 a year ($39.58 an hour), 61% above the median for all U.S. jobs ($50,980). Most people in this job earn between $50,890 and $133,160 a year; that range covers the middle 80%. Pay figures are from BLS, May 2025, and vary a lot by state and employer. Pick a state to compare:

Is this job growing or shrinking?

BLS projects growth of 17.6% from 2025 to 2035, compared with 3.5% growth for all jobs. That's about 300,000 jobs in 2035. It expects about 27,000 openings a year, mostly from people retiring or changing careers. These projections don't single out AI as a cause.

How many logistics analysts are there in the U.S.?

About 251,000 people in the U.S., roughly 0.16% of all workers (BLS, May 2025). That makes it the 150th largest of the 796 jobs on this site. BLS expects about 300,000 in 2035.

What training do logistics analysts need?

The most common requirement is a bachelor's degree: about 64% of people in the job said so in the official O*NET survey. O*NET rates the job at level 4 of 5 for preparation, which usually means: bachelor's degree. Requirements vary by state and employer, especially for licensed work.

What should I learn to stay ahead of AI?

These come from the job's official skill ratings and from the tasks that AI and robots touch least today. Building them keeps you strong in the parts of the work that still need a person:

  • Skills that matter more here than in most jobs: Systems Evaluation, Systems Analysis, Complex Problem Solving, Monitoring
  • Get strong at the parts of the job that stay with people (listed above), which take 6h 57m of a typical shift
  • Tools employers list: Tableau, Structured query language SQL, SAP software, Microsoft PowerPoint, Microsoft Power BI
  • Learn to use AI well on the tasks where it already shows up in this job (listed above)
What other jobs could logistics analysts move into?

These use similar skills. Matches come from 109 official ratings of skills, knowledge and work activities, and each needs the same or less preparation unless the official list relates the jobs directly:

  • Logisticians (46m touched, $82k median pay)
  • Customs Brokers (2h 25m touched, $81k median pay)
  • Business Continuity Planners (42m touched, $83k median pay)
  • Logistics Engineers (2h 8m touched, $82k median pay)
  • Supply Chain Managers (0m touched, $107k median pay)
How solid are these numbers?

Each task carries its own evidence label. For this job: 3 observed in real AI use, 28 with no AI or robot evidence found. The minutes per task are estimates, not measured hours, and "no evidence" doesn't prove a task is safe.

Tools in demand

  • Tableau
  • Structured query language SQL
  • SAP software
  • Microsoft Power BI

Plus everyday office tools: Microsoft PowerPoint, Microsoft Outlook, Microsoft Office software, Microsoft Excel.

Also called

Acquisition Analyst, Acquisitions Logistics Analyst, Demand Planner, Demand Planning Analyst, Global Logistics Analyst, Inventory Analyst, Inventory Control Analyst, Logistics Analyst, Logistics Management Analyst, Logistics Specialist, Material Supply Planner, Materials Analyst, Operations Logistics Analyst, Procurement Analyst