Real Estate Appraisers
Sales & MarketingUnited States · BLS Employment Projections 2025–35: this SOC code is not among the published items.
AI exposure
- Data source: ILOPublished: 2025
0.45
0.09Range of values carried here0.70Group-level value
Scale, basis and source
Generative AI exposure index, 0–1 as published
ISCO-08 unit group — every occupation sharing the code gets this value
Computed by this site, not published by the ILO: of the 1,012 occupations this site links to the ILO dataset, 25% score at or above this value.
- Data source: OpenAIPublished: 2023
0.464
0.000Range of values carried here0.844Scale, basis and source
Task-level exposure
Exposed tasks only| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Prepare written reports that estimate property values, outline methods by which the estimations were made, and meet appraisal standards.13-2021 | 0.008029.5 | 0.00459.3 |
Maintain familiarity with aspects of local real estate markets.13-2021 | 0.004516.6 | 0.012024.8 |
Analyze trends in sales prices, construction costs, and rents, to assess property values or determine the accuracy of assessments.13-2021 | 0.004014.8 | 0.00398.1 |
Examine income records and operating costs of income properties.13-2021 | 0.00259.2 | 0.008417.4 |
Inspect properties to evaluate construction, condition, special features, and functional design, and to take property measurements.13-2021 | 0.00248.9 | 0.005611.5 |
Search public records for transactions such as sales, leases, and assessments.13-2021 | 0.00238.5 | 0.011924.6 |
Examine the type and location of nearby services, such as shopping centers, schools, parks, and other neighborhood features, to evaluate their impact on property values.13-2021 | 0.00186.6 | —0 |
Evaluate land and neighborhoods where properties are situated, considering locations and trends or impending changes that could influence future values.13-2021 | 0.00165.9 | —0 |
Collect and analyze relevant data to identify real estate market trends. | —0 | 0.00214.2 |
| Not observed on any surface — 27 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | ||
Determine taxability and value of properties, using methods such as field inspection, structural measurement, calculation, sales analysis, market trend studies, and income and expense analysis. | —0 | —0 |
Inspect new construction and major improvements to existing structures to determine values. | —0 | —0 |
Explain assessed values to property owners and defend appealed assessments at public hearings. | —0 | —0 |
Inspect properties, considering factors such as market value, location, and building or replacement costs to determine appraisal value. | —0 | —0 |
Prepare and maintain current data on each parcel assessed, including maps of boundaries, inventories of land and structures, property characteristics, and any applicable exemptions. | —0 | —0 |
Identify the ownership of each piece of taxable property. | —0 | —0 |
Conduct regular reviews of property within jurisdictions to determine changes in property due to construction or demolition. | —0 | —0 |
Complete and maintain assessment rolls that show the assessed values and status of all property in a municipality. | —0 | —0 |
Review information about transfers of property to ensure its accuracy, checking basic information on buyers, sellers, and sales prices and making corrections as necessary. | —0 | —0 |
Establish uniform and equitable systems for assessing all classes and kinds of property. | —0 | —0 |
Write and submit appraisal and tax reports for public record. | —0 | —0 |
Issue notices of assessments and taxes. | —0 | —0 |
Approve applications for property tax exemptions or deductions. | —0 | —0 |
Serve on assessment review boards. | —0 | —0 |
Hire staff members. | —0 | —0 |
Provide sales analyses to be used for equalization of school aid. | —0 | —0 |
Calculate tax bills for properties by multiplying assessed values by jurisdiction tax rates. | —0 | —0 |
Supervise staff members. | —0 | —0 |
Compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential. | —0 | —0 |
Photograph interiors and exteriors of properties to assist in estimating property value, substantiate findings, and complete appraisal reports. | —0 | —0 |
Obtain county land values and sales information about nearby properties to aid in establishment of property values. | —0 | —0 |
Verify legal descriptions of properties by comparing them to county records. | —0 | —0 |
Check building codes and zoning bylaws to determine any effects on the properties being appraised. | —0 | —0 |
Estimate building replacement costs using building valuation manuals and professional cost estimators. | —0 | —0 |
Interview persons familiar with properties and immediate surroundings, such as contractors, home owners, and realtors, to obtain pertinent information. | —0 | —0 |
Draw land diagrams that will be used in appraisal reports to support findings. | —0 | —0 |
Testify in court as to the value of a piece of real estate property. | —0 | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Calculate tax bills for properties by multiplying assessed values by jurisdiction tax rates.O*NET Task ID 21575 | 1.0 |
Compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential.O*NET Task ID 21549 | 0.5 |
Prepare written reports that estimate property values, outline methods by which the estimations were made, and meet appraisal standards.O*NET Task ID 21550 | 0.5 |
Inspect new construction and major improvements to existing structures to determine values.O*NET Task ID 21551 | 0.5 |
Collect and analyze relevant data to identify real estate market trends.O*NET Task ID 21552 | 0.5 |
Prepare and maintain current data on each parcel assessed, including maps of boundaries, inventories of land and structures, property characteristics, and any applicable exemptions.O*NET Task ID 21553 | 0.5 |
Explain assessed values to property owners and defend appealed assessments at public hearings.O*NET Task ID 21554 | 0.5 |
Identify the ownership of each piece of taxable property.O*NET Task ID 21555 | 0.5 |
Inspect properties, considering factors such as market value, location, and building or replacement costs to determine appraisal value.O*NET Task ID 21556 | 0.5 |
Complete and maintain assessment rolls that show the assessed values and status of all property in a municipality.O*NET Task ID 21557 | 0.5 |
Interview persons familiar with properties and immediate surroundings, such as contractors, home owners, and realtors, to obtain pertinent information.O*NET Task ID 21568 | 0.0 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page