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Occupation · 2026 assessment

Social infrastructure properties Expert

The Social infrastructure properties Expert 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.

Low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

36%2026
41%2028
47%2030
55%2035

Which tasks are exposed

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

TaskRisk
Automated matching of properties and buyers60%
Preparing listings and virtual viewings59%
Negotiation and transaction-specific risk review19%
Entering and classifying financial documents61%
Reconciling transactions and detecting discrepancies58%
Preparing standard financial reports56%
Detecting anomalies and monitoring metrics51%
Scenario planning and interpreting results32%

Task map

AI replaces ↔ AI augments

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

  1. 1Automated matching of properties and buyersAI 60% · human 60%
  2. 2Preparing listings and virtual viewingsAI 59% · human 58%
  3. 3Negotiation and transaction-specific risk reviewAI 19% · human 70%
  4. 4Entering and classifying financial documentsAI 61% · human 58%
  5. 5Reconciling transactions and detecting discrepanciesAI 58% · human 69%
  6. 6Preparing standard financial reportsAI 56% · human 70%
  7. 7Detecting anomalies and monitoring metricsAI 51% · human 59%
  8. 8Scenario planning and interpreting resultsAI 32% · human 68%

Why technology can change this work

  • algorithmic valuation and automated matching reduce property-search work
  • documents, transactions and reports have structured digital formats
  • reconciliation, classification and standard calculations repeat
  • rules and anomalies can be checked by software

What protects the occupation

  • property inspection and discovery of hidden transaction risks
  • accountability for financial decisions
  • a large share of value comes from human judgement, trust or personal accountability
  • non-standard transactions and regulatory change
  • negotiation with management, auditors and regulators

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 900per month
2035$10 650scenario estimate
2026: $7 90020262027: $8 15020272028: $8 45020282029: $8 75020292030: $9 05020302031: $9 35020312032: $9 65020322033: $10 00020332034: $10 30020342035: $10 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 Auditor

Emerging role
New role risk24%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

AI Risk Manager

Emerging role
New role risk19%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

Data Analyst

Established resilient role
New role risk51%
DemandHighDifficultyMediumTime6–12 monthsSkill fit68%

Carbon Accounting Automation Specialist

Emerging role
New role risk22%
DemandHighDifficultyHighTime12–24 monthsSkill fit52%

AI Cost Optimization Analyst

Emerging role
New role risk27%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

AI Compliance Officer

Emerging role
New role risk22%
DemandHighDifficultyHighTime3–6 yearsSkill fit38%

Job search and transitions

Find work with a lower risk index

Compare adjacent paths and open a current search for the selected occupation.

Carbon Accounting Automation Specialist

Skill fit 52% · risk 22%

Search jobs ↗

Skills you already have

  • property presentation
  • transaction-term negotiation
  • financial literacy
  • financial reporting
  • accuracy and attention to detail
  • regulatory understanding

Skills to build

  • digital property valuation
  • virtual viewings
  • data analytics
  • BI tools
  • accounting automation
  • validation of AI financial models
CurrentSocial infrastructure properties Expert · 36%
→
Keepproperty presentation · transaction-term negotiation · financial literacy
→
Adddigital property valuation · virtual viewings · data analytics

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.