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The AI Resilience Report helps you understand how AI is likely to impact your current or future career. Drawing on data from over 1,500 occupations, it provides a clear snapshot to support informed career decisions.
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Last Update: 5/19/2026
Your role’s AI Resilience Score is
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Med
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Med
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Low
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Limited data sources are available, or existing sources show notable disagreement on the outlook for this occupation.
Contributing sources
Freight Forwarders are somewhat less resilient to AI impacts than most occupations, according to our analysis of 5 sources.
Freight forwarding is labeled "Somewhat Resilient" because AI is already making a real dent in the repetitive parts of the job — things like quoting, pricing, and paperwork — with some tools already cutting manual coordination effort by as much as 70%. At the same time, the work that truly matters to clients, like navigating complex customs rules, managing sensitive cargo, and responding to trade disruptions like new tariffs, still requires human judgment and expertise that AI can't reliably replace.
Read full analysisLearn more about how you can thrive in this position
Learn more about how you can thrive in this position
This role is somewhat resilient
Freight forwarding is labeled "Somewhat Resilient" because AI is already making a real dent in the repetitive parts of the job — things like quoting, pricing, and paperwork — with some tools already cutting manual coordination effort by as much as 70%. At the same time, the work that truly matters to clients, like navigating complex customs rules, managing sensitive cargo, and responding to trade disruptions like new tariffs, still requires human judgment and expertise that AI can't reliably replace.
Read full analysisAnalysis of Current AI Resilience
Freight Forwarders
Updated Quarterly • Last Update: 5/14/2026

Freight forwarding is one of the busiest corners of logistics for AI right now, but most of what's being automated is repetitive paperwork — not the strategic decisions humans make. A Descartes benchmark study of 434 forwarders and customs brokers found that 55 per cent planning to prioritize AI investment, with companies using it to automate quoting, streamline pricing and adapt to evolving regulatory demands, according to coverage in Inside Logistics [1]. On the air-cargo side, IATA announced in March 2026 [2] an AI Subject Matter Expert (AI SME), a mobile and web-based application that helps operational teams quickly find information in IATA cargo and safety publications by asking questions in plain language, plus an Air Cargo AI Excellence Hub bringing together airlines, ground handlers, freight forwarders, technology providers, and regulators.
Newer "agentic" tools are even handling pricing and carrier selection: FreightWaves reports [3] Project44's AI Freight Procurement Agent showed a 4.1 percent reduction in freight spend, up to a 75 percent reduction in sourcing cycle times, and a 70 percent reduction in manual coordination effort. Still, real impact is uneven — BCG's January 2026 survey [4] found about 40% report deploying AI beyond pilots, yet only one in ten have embedded AI into core operations at scale. Only 13% report measurable value.
Meanwhile, Logistics Management notes [5] that tariff changes and the de minimis rollback are actually increasing demand for human compliance experts inside forwarding firms.

Adoption is accelerating because the business case is strong: 25 per cent of companies identified manual workflows as their top barrier to growth, and shippers are starting to expect AI-enabled service. But there are real speed bumps. BCG found that Unclear ROI and internal capability gaps are the primary barriers to AI adoption, not cost or technical complexity.
And Gartner's February 2026 survey [6] showed More than half (55%) of supply chain leaders expect that advancements in agentic AI will reduce the need to hire for entry-level positions — but Gartner also warns this could backfire, since 75% of supply chain organizations that paused hiring for entry-level roles in 2026 will pay premiums upward of 15% for early-career professionals by 2030 [6]. The encouraging takeaway: relationship-building with shippers, judgment calls on sensitive cargo (livestock, pharmaceuticals, hazardous goods), customs expertise, and crisis response remain hard to automate. Young people entering this field who pair AI fluency with strong communication and trade-compliance knowledge will likely be more valuable, not less.

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They organize and coordinate the shipment of goods, making sure items move smoothly from one place to another by handling logistics and paperwork.
Median Wage
$49,900
Jobs (2024)
100,600
Growth (2024-34)
+8.5%
Annual Openings
8,800
Education
High school diploma or equivalent
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2024-2034
AI-generated estimates of task resilience over the next 3 years
Arrange for special transport of sensitive cargoes, such as livestock, food, or medical supplies.
Arrange for applicable duties, taxes, or paperwork for customs clearance.
Obtain or arrange cargo insurance.
Select shipment routes, based on nature of goods shipped, transit times, or security needs.
Determine efficient and cost-effective methods of moving goods from one location to another.
Verify proper packaging and labeling of exported goods.
Consider environmental sustainability factors when determining merchandise packing methods.
Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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