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Occupation · 2026 assessment

Head of migrant integration Services

The Head of migrant integration 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.

13%2026
20%2028
28%2030
39%2035

Which tasks are exposed

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

TaskRisk
Collecting metrics and preparing management reports23%
Resource planning and scenario modelling14%
People, conflict and accountability decisions3%
Operating along a predictable route32%
Monitoring vehicle state through telemetry15%
Decisions in emergency or unpredictable conditions3%
Bookings, reminders and standard messages26%
Initial diagnosis of a standard request17%

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 23% · human 94%
  2. 2Resource planning and scenario modellingAI 14% · human 90%
  3. 3People, conflict and accountability decisionsAI 3% · human 94%
  4. 4Operating along a predictable routeAI 32% · human 79%
  5. 5Monitoring vehicle state through telemetryAI 15% · human 94%
  6. 6Decisions in emergency or unpredictable conditionsAI 3% · human 90%
  7. 7Bookings, reminders and standard messagesAI 26% · human 91%
  8. 8Initial diagnosis of a standard requestAI 17% · human 88%

Why technology can change this work

  • 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

  • accountability for people, priorities and conflicting interests
  • operation in bad weather, road works and unpredictable human behavior
  • 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
  • hands-on work in unpredictable environments
  • personal trust and individual adaptation

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 950per month
2035$8 600scenario estimate
2026: $5 95020262027: $6 20020272028: $6 45020282029: $6 75020292030: $7 00020302031: $7 30020312032: $7 60020322033: $7 95020332034: $8 25020342035: $8 6002035
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 fit66%

Digital Wellbeing Specialist

Emerging role
New role risk20%
DemandHighDifficultyMediumTime6–12 monthsSkill fit62%

Customer Success Manager

Established resilient role
New role risk30%
DemandHighDifficultyMediumTime6–12 monthsSkill fit68%

AI Literacy Instructor

Emerging role
New role risk15%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Robot Human Factors Specialist

Emerging role
New role risk11%
DemandHighDifficultyMediumTime6–12 monthsSkill fit58%

AI Adoption Coach

Emerging role
New role risk19%
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.

Skills you already have

  • goal setting
  • people management
  • resource allocation
  • spatial attention
  • emergency response
  • needs diagnosis

Skills to build

  • AI-enabled team management
  • auditing AI management recommendations
  • remote autonomous-vehicle supervision
  • telemetry work
  • digital diagnostics
  • smart-equipment operation
CurrentHead of migrant integration Services · 13%
→
Keepgoal setting · people management · resource allocation
→
AddAI-enabled team management · auditing AI management recommendations · remote autonomous-vehicle 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.