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Occupation · 2026 assessment

Risk-menedzher

Risk-menedzher is an occupation responsible for goals, people, schedules and resources while resolving deviations and owning the outcome. The profile assesses automation of individual tasks rather than disappearance of the whole occupation.

Moderate risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

49%2026
52%2028
56%2030
62%2035

Which tasks are exposed

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

TaskRisk
Bookings, reminders and standard messages76%
Initial diagnosis of a standard request67%
Estimating cost and selecting a standard solution72%
Repeatable operation in a prepared environment29%
Handling a non-standard client situation16%
Personal trust and outcome accountability21%

Task map

AI replaces ↔ AI augments

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

  1. 1Bookings, reminders and standard messagesAI 76% · human 58%
  2. 2Initial diagnosis of a standard requestAI 67% · human 54%
  3. 3Estimating cost and selecting a standard solutionAI 72% · human 53%
  4. 4Repeatable operation in a prepared environmentAI 29% · human 72%
  5. 5Handling a non-standard client situationAI 16% · human 73%
  6. 6Personal trust and outcome accountabilityAI 21% · human 68%

Why technology can change this work

  • booking, communication and routine advice move to digital services
  • robots gradually learn standardized operations
  • the main inputs and outputs already exist in a digital environment
  • AI helps diagnose problems and select solutions

What protects the occupation

  • hands-on work in unpredictable environments
  • personal trust and individual adaptation
  • the physical environment is too variable for near-term full robotics automation
  • on-site accountability for outcomes

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$4 350per month
2035$5 900scenario estimate
2026: $4 35020262027: $4 50020272028: $4 65020282029: $4 80020292030: $4 95020302031: $5 15020312032: $5 30020322033: $5 50020332034: $5 70020342035: $5 9002035
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%
DemandMediumDifficultyHighTime12–24 monthsSkill fit56%

AI Adoption Coach

Emerging role
New role risk19%
DemandHighDifficultyMediumTime6–12 monthsSkill fit68%

Robotics Maintenance Planner

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

Domestic Robot Installer

Emerging role
New role risk8%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Remote Care Coordinator

Emerging role
New role risk13%
DemandHighDifficultyHighTime3–6 yearsSkill fit38%

Digital Wellbeing Specialist

Emerging role
New role risk20%
DemandHighDifficultyHighTime12–24 monthsSkill fit56%

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

  • needs diagnosis
  • practical execution
  • customer communication
  • outcome control

Skills to build

  • digital diagnostics
  • smart-equipment operation
  • service-robot management
  • digital customer service
CurrentRisk-menedzher · 49%
→
Keepneeds diagnosis · practical execution · customer communication
→
Adddigital diagnostics · smart-equipment operation · service-robot management

Sources and update

Updated: 2026-09-26 · 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.