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Occupation · 2026 assessment

Real Estate Market Analyst

The Real Estate Market 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.

49%2026
53%2028
58%2030
64%2035

Which tasks are exposed

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

TaskRisk
Automated matching of properties and buyers73%
Preparing listings and virtual viewings72%
Negotiation and transaction-specific risk review32%
Cleaning, joining and preparing data73%
Creating standard reports and visualizations71%
Forming conclusions and checking causality43%
Preparing property descriptions and visual presentation72%
Searching properties against defined criteria72%

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 73% · human 47%
  2. 2Preparing listings and virtual viewingsAI 72% · human 45%
  3. 3Negotiation and transaction-specific risk reviewAI 32% · human 57%
  4. 4Cleaning, joining and preparing dataAI 73% · human 42%
  5. 5Creating standard reports and visualizationsAI 71% · human 43%
  6. 6Forming conclusions and checking causalityAI 43% · human 60%
  7. 7Preparing property descriptions and visual presentationAI 72% · human 51%
  8. 8Searching properties against defined criteriaAI 72% · human 45%

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
  • property search, valuation and listing preparation can be automated
  • virtual tours reduce routine viewings
  • documents and transaction checks move to digital services

What protects the occupation

  • choosing the right question and checking causality rather than correlation alone
  • property inspection and discovery of hidden transaction risks
  • client trust in a high-value infrequent transaction
  • negotiation between parties with different interests
  • local knowledge of properties, neighborhoods and hidden risks

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.

Realtor

Established resilient role
New role risk40%
DemandMediumDifficultyLowTime3–6 monthsSkill fit87%

Smart Building Automation Specialist

Emerging role
New role risk13%
DemandHighDifficultyMediumTime6–12 monthsSkill fit66%

Building Performance Analyst

Emerging role
New role risk20%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Digital Twin Engineer

Emerging role
New role risk14%
DemandHighDifficultyHighTime12–24 monthsSkill fit52%

AI Workflow Designer

Emerging role
New role risk31%
DemandHighDifficultyHighTime12–24 monthsSkill fit50%

Carbon Accounting Automation Specialist

Emerging role
New role risk22%
DemandHighDifficultyHighTime12–24 monthsSkill fit50%

Job search and transitions

Find work with a lower risk index

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

Smart Building Automation Specialist

Skill fit 66% · risk 13%

Search jobs ↗

Carbon Accounting Automation Specialist

Skill fit 50% · risk 22%

Search jobs ↗

Skills you already have

  • analytical question framing
  • metric interpretation
  • property presentation
  • transaction-term negotiation
  • transaction negotiation
  • client-needs assessment

Skills to build

  • SQL and data preparation
  • visualization and forecasting
  • digital property valuation
  • virtual viewings
  • real-estate market analytics
  • digital transaction coordination
CurrentReal Estate Market Analyst · 49%
→
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.