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Occupation · 2026 assessment

Municipal Council Member

Represents local residents, reviews budgets and local rules, oversees administration and addresses community issues. Technology assists document analysis but does not replace the mandate or constituent work.

Very low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

18%2026
20%2028
23%2030
29%2035

Which tasks are exposed

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

TaskRisk
Receiving and classifying applications and documents49%
Preparing standard responses and certificates51%
Checking compliance with formal requirements48%
Analyzing indicators and resource allocation40%
Working with citizens and conflicting interests6%
Public-authority decisions and accountability3%

Task map

AI replaces ↔ AI augments

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

  1. 1Receiving and classifying applications and documentsAI 49% · human 82%
  2. 2Preparing standard responses and certificatesAI 51% · human 76%
  3. 3Checking compliance with formal requirementsAI 48% · human 72%
  4. 4Analyzing indicators and resource allocationAI 40% · human 75%
  5. 5Working with citizens and conflicting interestsAI 6% · human 93%
  6. 6Public-authority decisions and accountabilityAI 3% · human 91%

Why technology can change this work

  • applications, registers and interagency documents are becoming digital
  • standard requests and checks follow formal rules
  • AI helps detect issues and draft decisions

What protects the occupation

  • public authority and personal accountability
  • balancing citizen and organizational interests
  • a large share of value comes from human judgement, trust or personal accountability
  • political, social and legal consequences

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$8 250per month
2035$12 300scenario estimate
2026: $8 25020262027: $8 60020272028: $9 00020282029: $9 45020292030: $9 85020302031: $10 30020312032: $10 75020322033: $11 25020332034: $11 75020342035: $12 3002035
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.

Future of Work Analyst

Emerging role
New role risk28%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

Smart Infrastructure Operator

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

AI Governance Specialist

Emerging role
New role risk18%
DemandHighDifficultyHighTime12–24 monthsSkill fit54%

AI Policy Analyst

Emerging role
New role risk16%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

Urban Simulation Planner

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

AI Procurement Manager

Emerging role
New role risk29%
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

  • regulatory process understanding
  • citizen-case work
  • decision preparation
  • interagency coordination

Skills to build

  • public data governance
  • algorithmic decision auditing
  • digital identity
  • public-sector cyber resilience
CurrentMunicipal Council Member · 18%
→
Keepregulatory process understanding · citizen-case work · decision preparation
→
Addpublic data governance · algorithmic decision auditing · digital identity

Sources and update

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

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.