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Occupation · 2026 assessment

New-build properties Analyst

The New-build properties Analyst 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.

44%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
Automated matching of properties and buyers68%
Preparing listings and virtual viewings67%
Negotiation and transaction-specific risk review27%
Cleaning, joining and preparing data68%
Creating standard reports and visualizations66%
Forming conclusions and checking causality38%
Entering and classifying financial documents69%
Reconciling transactions and detecting discrepancies66%

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 68% · human 52%
  2. 2Preparing listings and virtual viewingsAI 67% · human 50%
  3. 3Negotiation and transaction-specific risk reviewAI 27% · human 62%
  4. 4Cleaning, joining and preparing dataAI 68% · human 47%
  5. 5Creating standard reports and visualizationsAI 66% · human 48%
  6. 6Forming conclusions and checking causalityAI 38% · human 65%
  7. 7Entering and classifying financial documentsAI 69% · human 50%
  8. 8Reconciling transactions and detecting discrepanciesAI 66% · human 61%

Why technology can change this work

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

  • choosing the right question and checking causality rather than correlation alone
  • property inspection and discovery of hidden transaction risks
  • accountability for financial decisions
  • 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$6 950per month
2035$9 400scenario estimate
2026: $6 95020262027: $7 20020272028: $7 45020282029: $7 70020292030: $7 95020302031: $8 20020312032: $8 50020322033: $8 80020332034: $9 10020342035: $9 4002035
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 Cost Optimization Analyst

Emerging role
New role risk27%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

AI Compliance Officer

Emerging role
New role risk22%
DemandHighDifficultyHighTime3–6 yearsSkill fit41%

Financial Analyst

Established resilient role
New role risk45%
DemandMediumDifficultyLowTime3–6 monthsSkill fit81%

ML Model Validator

Emerging role
New role risk20%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

AI Risk Manager

Emerging role
New role risk19%
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

  • analytical question framing
  • metric interpretation
  • property presentation
  • transaction-term negotiation
  • financial literacy
  • financial reporting

Skills to build

  • SQL and data preparation
  • visualization and forecasting
  • digital property valuation
  • virtual viewings
  • data analytics
  • BI tools
CurrentNew-build properties Analyst · 44%
→
Keepanalytical question framing · metric interpretation · property presentation
→
AddSQL and data preparation · visualization and forecasting · digital property valuation

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.