Appraisers and Assessors of Real Estate
Every task in this role, whether it passes the census's structural hand-over screen, which models pass it, and why. It is a screen, not a claim about what AI can do: a task can pass and still be beyond the systems of the day. The stricter and looser rules re-vote every task, and small differences between roles are noise.
Passes the screen · 4 of 28 tasks
Search public records for transactions such as sales, leases, and assessments.
quick to check, an existing check settles it, and a mistake is cheap · 6.4% of the role's time · $134M · all three pass it
Obtain county land values and sales information about nearby properties to aid in establishment of property values.
quick to check, an existing check settles it, and a mistake is cheap · 6.3% of the role's time · $132M · all three pass it
Review information about transfers of property to ensure its accuracy, checking basic information on buyers, sellers, and sales prices and making corrections as necessary.
quick to check, an existing check settles it, and a mistake is cheap · 4.5% of the role's time · $95.1M · all three pass it
Identify the ownership of each piece of taxable property.
quick to check, an existing check settles it, and a mistake is cheap · 2.9% of the role's time · $62.1M · passed by Claude Sonnet, Gemini 3.1 Pro · the models disagreed
Does not pass
Prepare written reports that estimate property values, outline methods by which the estimations were made, and meet appraisal standards.
reason given most often: no existing check settles it, and a failure is too expensive · 6.8% of the role's time · $144M
Compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential.
reason given most often: no existing check settles it, and a failure is too expensive · 6.7% of the role's time · $142M
Maintain familiarity with aspects of local real estate markets.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 5.9% of the role's time · $124M
Collect and analyze relevant data to identify real estate market trends.
reason given most often: no existing check settles it · 5.5% of the role's time · $117M
Verify legal descriptions of properties by comparing them to county records.
reason given most often: a failure is too expensive · 5.1% of the role's time · $107M · passed by Claude Sonnet · the models disagreed
Photograph interiors and exteriors of properties to assist in estimating property value, substantiate findings, and complete appraisal reports.
physical work, outside the screen · 5.1% of the role's time · $107M
Inspect properties, considering factors such as market value, location, and building or replacement costs to determine appraisal value.
physical work, outside the screen · 4.7% of the role's time · $98.9M
Check building codes and zoning bylaws to determine any effects on the properties being appraised.
reason given most often: no existing check settles it, and a failure is too expensive · 4.1% of the role's time · $85.8M · passed by Claude Sonnet · the models disagreed
Interview persons familiar with properties and immediate surroundings, such as contractors, home owners, and realtors, to obtain pertinent information.
reason given most often: no existing check settles it · 3.9% of the role's time · $82.0M · waiting on a check
Evaluate land and neighborhoods where properties are situated, considering locations and trends or impending changes that could influence future values.
physical work, outside the screen · 3.7% of the role's time · $78.9M
Examine income records and operating costs of income properties.
reason given most often: no existing check settles it · 3.6% of the role's time · $76.2M · waiting on a check
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.
physical work, outside the screen · 3.6% of the role's time · $75.8M
Estimate building replacement costs, using building valuation manuals and professional cost estimators.
reason given most often: no existing check settles it · 3.5% of the role's time · $74.1M
Analyze trends in sales prices, construction costs, and rents, to assess property values or determine the accuracy of assessments.
reason given most often: no existing check settles it · 3.4% of the role's time · $72.7M
Inspect new construction and major improvements to existing structures to determine values.
physical work, outside the screen · 3.4% of the role's time · $71.5M
Draw land diagrams to be used in appraisal reports to support findings.
reason given most often: no existing check settles it · 2.1% of the role's time · $44.4M · waiting on a check
Prepare and maintain current data on each parcel assessed, including maps of boundaries, inventories of land and structures, property characteristics, and any applicable exemptions.
reason given most often: no existing check settles it · 1.8% of the role's time · $38.1M
Conduct regular reviews of property within jurisdictions to determine changes in property due to construction or demolition.
physical work, outside the screen · 1.5% of the role's time · $32.6M
Calculate tax bills for properties by multiplying assessed values by jurisdiction tax rates.
reason given most often: a failure is too expensive · 1.5% of the role's time · $31.2M · passed by Claude Sonnet · the models disagreed
Establish uniform and equitable systems for assessing all classes and kinds of property.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 1.4% of the role's time · $28.7M
Determine taxability of properties, using methods such as field inspection, structural measurement, calculation, sales analysis, market trend studies, and income and expense analysis.
reason given most often: no existing check settles it · 1.1% of the role's time · $22.8M
Explain real and personal property taxes to property owners.
reason given most often: no existing check settles it · 0.8% of the role's time · $17.8M · waiting on a check
Explain assessed values to property owners and defend appealed assessments at public hearings.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it · 0.4% of the role's time · $9.0M
Testify in court as to the value of a piece of real estate property.
reason given most often: nobody can tell quickly whether it worked, and no existing check settles it, and a failure is too expensive · 0.3% of the role's time · $5.8M
Where this role works
| Industry | Workers | Wage bill | Passes the screen | All three pass |
|---|---|---|---|---|
| Local Government, excluding Schools and Hospitals (OEWS Designation) | 13,935 | $1.0B | $201M | $172M |
| Real Estate | 7430 | $523M | $105M | $89.6M |
| Credit Intermediation and Related Activities (5221 and 5223 only) | 1115 | $101M | $20.3M | $17.4M |
| State Government, excluding Schools and Hospitals (OEWS Designation) | 1040 | $75.5M | $15.1M | $12.9M |
| Nondepository Credit Intermediation | 755 | $71.3M | $14.3M | $12.2M |
| Management, Scientific, and Technical Consulting Services | 660 | $54.9M | $11.0M | $9.4M |
| Other Professional, Scientific, and Technical Services | 720 | $54.1M | $10.8M | $9.3M |
| Management of Companies and Enterprises | 410 | $37.7M | $7.6M | $6.5M |
| Federal Executive Branch (OEWS Designation) | 280 | $33.5M | $6.7M | $5.7M |
| Accounting, Tax Preparation, Bookkeeping, and Payroll Services | 310 | $30.3M | $6.1M | $5.2M |