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Occupation · 2026 assessment

Freight Forwarder

The Freight Forwarder role combines repeatable operations with decisions that require professional context. The index measures task exposure to AI, software automation and robotics—not the probability that the occupation disappears.

Moderate risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

54%2026
58%2028
62%2030
68%2035

Which tasks are exposed

Risk applies to individual tasks—not to a person or an entire occupation.

TaskRisk
Route building and time estimation65%
Preparing trip documentation69%
Monitoring telemetry and vehicle condition56%
Operating on a standard route70%
Responding to emergency or unusual conditions47%
Accountability for passengers, cargo and safety33%

Task map

AI replaces ↔ AI augments

Each task is positioned by AI capability and the degree of human involvement still required.

  1. 1Route building and time estimationAI 65% · human 45%
  2. 2Preparing trip documentationAI 69% · human 47%
  3. 3Monitoring telemetry and vehicle conditionAI 56% · human 47%
  4. 4Operating on a standard routeAI 70% · human 49%
  5. 5Responding to emergency or unusual conditionsAI 47% · human 60%
  6. 6Accountability for passengers, cargo and safetyAI 33% · human 64%

Why technology can change this work

  • routing and dispatch are already algorithmically optimized
  • driver-assistance systems take more control functions
  • repeatable physical work can shift to robots in prepared environments
  • autonomous transport is advancing in predictable environments

What protects the occupation

  • responsibility for passenger and cargo safety
  • response to unusual road conditions
  • work in mixed human-machine-infrastructure environments

United States · before tax

Average pay and outlook

Estimated nominal monthly pay. The scenario reflects sector, demand and task resilience; it is not a guarantee of income.

2026$5 350per month
2035$7 250scenario estimate
2026: $5 35020262027: $5 55020272028: $5 70020282029: $5 90020292030: $6 10020302031: $6 30020312032: $6 55020322033: $6 75020332034: $7 00020342035: $7 2502035
Find jobs ↗The partner link may contain referral parameters. Data benchmark: U.S. Bureau of Labor Statistics ↗

Practical next step

Where to move next

Do not restart from zero: carry your experience forward and add scarce skills.

Electrician

Established resilient role
New role risk12%
DemandHighDifficultyMediumTime6–12 monthsSkill fit70%

Autonomous Ship Operations Specialist

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Robotics Maintenance Planner

Emerging role
New role risk15%
DemandHighDifficultyMediumTime6–12 monthsSkill fit66%

Robot Fleet Manager

Emerging role
New role risk12%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Last-Mile Drone Coordinator

Emerging role
New role risk25%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Autonomous Vehicle Safety Operator

Emerging role
New role risk17%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Job search and transitions

Find work with a lower risk index

Compare adjacent paths and open a current search for the selected occupation.

Autonomous Ship Operations Specialist

Skill fit 87% · risk 14%

Search jobs ↗

Skills you already have

  • traffic-situation assessment
  • safe operation
  • route and regulation knowledge
  • fault response

Skills to build

  • autonomous-system supervision
  • vehicle telemetry
  • remote vehicle assistance
  • robotic-vehicle diagnostics
CurrentFreight Forwarder · 54%
→
Keeptraffic-situation assessment · safe operation · route and regulation knowledge
→
Addautonomous-system supervision · vehicle telemetry · remote vehicle assistance

Sources and update

Updated: 2026-09-25 · Assessment confidence: Medium

International Labour Organization · 2025Generative AI and Jobs: A Refined Global Index of Occupational Exposure

Nearly 30,000 tasks; a global assessment of GenAI exposure across detailed occupational groups.

World Economic Forum · 2025The Future of Jobs Report 2025

A survey of more than 1,000 employers representing over 14 million workers across 55 economies.

O*NET Resource Center · 2026O*NET Database

Occupational, task, skill and work-context structure.