Occupation baseline · Research consensus
Will AI replace Appraisers and Assessors of Real Estate?
Baseline AI displacement risk for Appraisers and Assessors of Real Estate, aggregated from 5 research sources.
What this score means
Appraisers and Assessors of Real Estate sits in the middle of the exposure range for Finance & Banking. Routine parts of the job are starting to automate, but much of it still depends on judgment, relationships, and context that today's models handle poorly. At 50 out of 100 it scores 4 points below the Finance & Banking average of 54. Across the 5 sources behind this baseline, individual estimates run from 40 to 60, so the score is a weighted consensus rather than any single figure.
The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works
What this job actually involves
Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Appraisers and Assessors of Real Estate, most central first, showing 12 of 28.
- 01Compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential.
- 02Prepare written reports that estimate property values, outline methods by which the estimations were made, and meet appraisal standards.
- 03Photograph interiors and exteriors of properties to assist in estimating property value, substantiate findings, and complete appraisal reports.
- 04Search public records for transactions such as sales, leases, and assessments.
- 05Obtain county land values and sales information about nearby properties to aid in establishment of property values.
- 06Maintain familiarity with aspects of local real estate markets.
- 07Inspect properties, considering factors such as market value, location, and building or replacement costs to determine appraisal value.
- 08Collect and analyze relevant data to identify real estate market trends.
- 09Review information about transfers of property to ensure its accuracy, checking basic information on buyers, sellers, and sales prices and making corrections as necessary.
- 10Analyze trends in sales prices, construction costs, and rents, to assess property values or determine the accuracy of assessments.
- 11Inspect new construction and major improvements to existing structures to determine values.
- 12Check building codes and zoning bylaws to determine any effects on the properties being appraised.
Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.
The research behind this score
This baseline aggregates 5 research sources that scored Appraisers and Assessors of Real Estate for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.
- 01Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
- 02WORKBank: Expert-Rated Automation Capacity of Occupational Tasks · 2026Shao, Zope, Jiang, Pei, Nguyen, Brynjolfsson, Yang, Stanford (2026)
- 03Generative AI and Jobs: A Refined Global Index of Occupational Exposure · 2025International Labour Organization, Working Paper 140 (2025)
- 04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
- 05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)
Common questions
- How likely is AI to replace Appraisers and Assessors of Real Estate?
- Published research puts Appraisers and Assessors of Real Estate at 50 out of 100 for AI displacement risk, in the transitioning band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.
- Do researchers agree on the risk for Appraisers and Assessors of Real Estate?
- Only partly. Individual estimates for Appraisers and Assessors of Real Estate run from 40 to 60 out of 100 across the 5 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.
- Which finance & banking roles face similar AI exposure?
- The closest published finance & banking roles to Appraisers and Assessors of Real Estate by score are Financial Specialists, All Other (50/100), Insurance Underwriters (50/100), and Budget Analysts (52/100). Each has its own page with the research behind its number.
Also covers
Appraisal Manager · Appraisal Reviewer · Appraisal Specialist · Appraiser · Assessor · Bank Appraiser · Certified Real Estate Appraiser · Certified Residential Appraiser and related titles
Estimated displacement window
The dated estimate for this role is included in the full personalised report.
Your number is not the baseline
Seniority, sector, and how much of your day is routine all shift the score. Answer a few questions and get your personal risk score free, no signup.
Get my personal scoreFree · No credit card · No signup
More finance & banking occupations
- Appraisers of Personal and Business Property55/100
- Tax Examiners and Collectors, and Revenue Agents55/100
- Accountants and Auditors54/100
- Budget Analysts52/100
- Financial Quantitative Analysts52/100
- Financial Specialists, All Other50/100
- Insurance Underwriters50/100
- Fraud Examiners, Investigators and Analysts48/100
Informational guidance based on published research, not professional career or financial advice. Scores update as new research is ingested.