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Occupation · 2026 assessment

Head of vocational rehabilitation Services

The Head of vocational rehabilitation Services 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.

Very low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

14%2026
21%2028
29%2030
40%2035

Which tasks are exposed

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

TaskRisk
Collecting metrics and preparing management reports24%
Resource planning and scenario modelling15%
People, conflict and accountability decisions3%
Operating along a predictable route33%
Monitoring vehicle state through telemetry16%
Decisions in emergency or unpredictable conditions3%
Bookings, reminders and standard messages27%
Initial diagnosis of a standard request18%

Task map

AI replaces ↔ AI augments

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

  1. 1Collecting metrics and preparing management reportsAI 24% · human 94%
  2. 2Resource planning and scenario modellingAI 15% · human 89%
  3. 3People, conflict and accountability decisionsAI 3% · human 94%
  4. 4Operating along a predictable routeAI 33% · human 78%
  5. 5Monitoring vehicle state through telemetryAI 16% · human 94%
  6. 6Decisions in emergency or unpredictable conditionsAI 3% · human 90%
  7. 7Bookings, reminders and standard messagesAI 27% · human 90%
  8. 8Initial diagnosis of a standard requestAI 18% · human 87%

Why technology can change this work

  • sensors and AI help measure progress and adjust exercise intensity
  • AI prepares reports, plans, minutes and management options
  • autopilot gradually takes control in constrained, well-mapped environments
  • booking, communication and routine advice move to digital services
  • robots gradually learn standardized operations
  • AI helps diagnose problems and select solutions

What protects the occupation

  • physical safety, motivation and adaptation to the person's condition
  • accountability for people, priorities and conflicting interests
  • a large share of value comes from human judgement, trust or personal accountability
  • the physical environment is too variable for near-term full robotics automation
  • operation in bad weather, road works and unpredictable human behavior
  • hands-on work in unpredictable 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 850per month
2035$8 450scenario estimate
2026: $5 85020262027: $6 10020272028: $6 35020282029: $6 60020292030: $6 90020302031: $7 20020312032: $7 50020322033: $7 80020332034: $8 10020342035: $8 4502035
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.

Plumber

Established resilient role
New role risk10%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

AI Literacy Instructor

Emerging role
New role risk15%
DemandHighDifficultyMediumTime6–12 monthsSkill fit68%

Robot Human Factors Specialist

Emerging role
New role risk11%
DemandHighDifficultyMediumTime6–12 monthsSkill fit62%

AI Adoption Coach

Emerging role
New role risk19%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Robotics Maintenance Planner

Emerging role
New role risk15%
DemandHighDifficultyMediumTime6–12 monthsSkill fit58%

Domestic Robot Installer

Emerging role
New role risk8%
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.

Skills you already have

  • functional assessment
  • recovery-plan design
  • goal setting
  • people management
  • resource allocation
  • spatial attention

Skills to build

  • rehabilitation robotics
  • biomechanical data analysis
  • AI-enabled team management
  • auditing AI management recommendations
  • remote autonomous-vehicle supervision
  • telemetry work
CurrentHead of vocational rehabilitation Services · 14%
→
Keepfunctional assessment · recovery-plan design · goal setting
→
Addrehabilitation robotics · biomechanical data analysis · AI-enabled team management

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.