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Occupation · 2026 assessment

Harbor Pilot

The Harbor Pilot 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.

Low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

25%2026
31%2028
38%2030
47%2035

Which tasks are exposed

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

TaskRisk
Operating along a predictable route44%
Monitoring vehicle state through telemetry27%
Decisions in emergency or unpredictable conditions4%
Route building and time estimation36%
Preparing trip documentation40%
Monitoring telemetry and vehicle condition27%
Operating on a standard route41%
Responding to emergency or unusual conditions18%

Task map

AI replaces ↔ AI augments

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

  1. 1Operating along a predictable routeAI 44% · human 67%
  2. 2Monitoring vehicle state through telemetryAI 27% · human 83%
  3. 3Decisions in emergency or unpredictable conditionsAI 4% · human 82%
  4. 4Route building and time estimationAI 36% · human 74%
  5. 5Preparing trip documentationAI 40% · human 76%
  6. 6Monitoring telemetry and vehicle conditionAI 27% · human 76%
  7. 7Operating on a standard routeAI 41% · human 78%
  8. 8Responding to emergency or unusual conditionsAI 18% · human 89%

Why technology can change this work

  • autopilot gradually takes control in constrained, well-mapped environments
  • routing and dispatch are already algorithmically optimized
  • driver-assistance systems take more control functions
  • autonomous transport is advancing in predictable environments

What protects the occupation

  • operation in bad weather, road works and unpredictable human behavior
  • responsibility for passenger and cargo safety
  • a large share of value comes from human judgement, trust or personal accountability
  • 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 150per month
2035$6 950scenario estimate
2026: $5 15020262027: $5 35020272028: $5 50020282029: $5 70020292030: $5 90020302031: $6 10020312032: $6 30020322033: $6 50020332034: $6 75020342035: $6 9502035
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.

Autonomous Vehicle Safety Operator

Emerging role
New role risk17%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

Drone Traffic Manager

Emerging role
New role risk18%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Autonomous Rail Supervisor

Emerging role
New role risk13%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

Autonomous Ship Operations Specialist

Emerging role
New role risk14%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Robotics Maintenance Planner

Emerging role
New role risk15%
DemandHighDifficultyMediumTime6–12 monthsSkill fit62%

Robot Fleet Manager

Emerging role
New role risk12%
DemandHighDifficultyMediumTime6–12 monthsSkill fit62%

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 83% · risk 14%

Search jobs ↗

Skills you already have

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

Skills to build

  • remote autonomous-vehicle supervision
  • telemetry work
  • autonomous-system supervision
  • vehicle telemetry
  • remote vehicle assistance
  • robotic-vehicle diagnostics
CurrentHarbor Pilot · 25%
→
Keepspatial attention · emergency response · traffic-situation assessment
→
Addremote autonomous-vehicle supervision · telemetry work · autonomous-system supervision

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.