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Occupation · 2026 assessment

Analyst for land relations

The Analyst for land relations 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.

Moderate risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

43%2026
48%2028
53%2030
60%2035

Which tasks are exposed

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

TaskRisk
Cleaning, joining and preparing data67%
Creating standard reports and visualizations65%
Forming conclusions and checking causality37%
Receiving and classifying applications and documents67%
Preparing standard responses and certificates67%
Checking compliance with formal requirements64%
Analyzing indicators and resource allocation57%
Working with citizens and conflicting interests28%

Task map

AI replaces ↔ AI augments

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

  1. 1Cleaning, joining and preparing dataAI 67% · human 48%
  2. 2Creating standard reports and visualizationsAI 65% · human 49%
  3. 3Forming conclusions and checking causalityAI 37% · human 66%
  4. 4Receiving and classifying applications and documentsAI 67% · human 59%
  5. 5Preparing standard responses and certificatesAI 67% · human 53%
  6. 6Checking compliance with formal requirementsAI 64% · human 49%
  7. 7Analyzing indicators and resource allocationAI 57% · human 52%
  8. 8Working with citizens and conflicting interestsAI 28% · human 68%

Why technology can change this work

  • AI automatically drafts analyses, finds correlations and explains standard deviations
  • 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

  • choosing the right question and checking causality rather than correlation alone
  • public authority and personal accountability
  • balancing citizen and organizational interests
  • 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$7 150per month
2035$9 650scenario estimate
2026: $7 15020262027: $7 40020272028: $7 65020282029: $7 90020292030: $8 15020302031: $8 45020312032: $8 75020322033: $9 05020332034: $9 35020342035: $9 6502035
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.

AI Policy Analyst

Emerging role
New role risk16%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

AI Governance Specialist

Emerging role
New role risk18%
DemandHighDifficultyHighTime12–24 monthsSkill fit56%

Future of Work Analyst

Emerging role
New role risk28%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

Urban Simulation Planner

Emerging role
New role risk17%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

AI Procurement Manager

Emerging role
New role risk29%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Digital Identity Architect

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

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

  • analytical question framing
  • metric interpretation
  • regulatory process understanding
  • citizen-case work
  • decision preparation
  • interagency coordination

Skills to build

  • SQL and data preparation
  • visualization and forecasting
  • public data governance
  • algorithmic decision auditing
  • digital identity
  • public-sector cyber resilience
CurrentAnalyst for land relations · 43%
→
Keepanalytical question framing · metric interpretation · regulatory process understanding
→
AddSQL and data preparation · visualization and forecasting · public data governance

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.