
JOB REPORT / 13-2023 · 28 TASKS
Appraisers and Assessors of Real Estate.
Can AI do the work of Appraisers and Assessors of Real Estates?
Mostly it works alongside you. Here is what shifts, task by task.
YOUR EXPERIENCE MATTERS
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How many tasks do you use AI to assist with at work?
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The mark shows what’s typical for this job.
The parts of your job AI can already do most of:
- Calculate tax bills for properties by multiplying assessed values…
- Check building codes and zoning bylaws to determine any…
- Examine the type and location of nearby services
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A guided certificate program in AI-assisted Appraisers and Assessors of Real Estate work. It covers the 25 AI-affected parts of your job and ends in a capstone a person reviews.
WHAT WE LOOKED AT
Your job, task by task.
25/ 2825 of 28 tasks reviewed
This job has 28 core tasks. We went through 25 of them, one at a time.
Task by task, from the work Appraisers and Assessors of Real Estates actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.
- TASK 01
Calculate tax bills for properties by multiplying assessed values by jurisdiction tax rates.
AI DOESMultiplies assessed values by tax rates and generates tax bill outputs automatically
YOU DOVerify data accuracy and handle special cases like exemptions or appeals
- TASK 02
Check building codes and zoning bylaws to determine any effects on the properties being appraised.
AI DOESSearches zoning databases, pulls relevant code sections, and flags restrictions that apply to a property address
YOU DOInterpret how code findings change real-world property value in local market context
- TASK 03
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.
AI DOESPulls location data, maps nearby amenities, and flags distance to schools, parks, and shopping
YOU DOWeigh how local buyers actually value each feature in that neighborhood
- TASK 04
Search public records for transactions such as sales, leases, and assessments.
AI DOESSearches public databases, pulls transaction records, and organizes sales and lease data into reports
YOU DOVerify unusual records and navigate local system quirks that automated tools miss
- TASK 05
Obtain county land values and sales information about nearby properties to aid in establishment of property values.
AI DOESSearches public databases and compiles nearby sales data and land values into reports
YOU DOJudge which comparable sales are truly relevant to the property being appraised
- TASK 06
Collect and analyze relevant data to identify real estate market trends.
AI DOESScrapes listings, runs trend analysis, and flags patterns in price and sales data
YOU DOApply local knowledge and professional judgment to interpret what the numbers really mean
- TASK 07
Review information about transfers of property to ensure its accuracy, checking basic information on buyers, sellers, and sales prices and making corrections as necessary.
AI DOESCross-checks buyer, seller, and price data against public records and flags likely errors
YOU DOApply local market knowledge and legal context to decide what corrections are truly right
- TASK 08
Verify legal descriptions of properties by comparing them to county records.
AI DOESMatches legal description text against digital county records and flags mismatches
YOU DOCatch subtle errors, odd boundary language, and recording mistakes that need local knowledge
- TASK 09
Identify the ownership of each piece of taxable property.
AI DOESSearches public records, tax databases, and deeds to match properties with owners
YOU DOResolve disputed, unclear, or complex ownership cases that require legal judgment
- TASK 10
Prepare and maintain current data on each parcel assessed, including maps of boundaries, inventories of land and structures, property characteristics, and any applicable exemptions.
AI DOESOrganizes property records, flags missing data, and drafts inventory summaries from existing databases
YOU DOVerify field conditions, confirm boundary changes, and apply jurisdiction-specific exemption rules
- TASK 11
Examine income records and operating costs of income properties.
AI DOESReads and summarizes income statements, flags unusual costs, and organizes data into comparison tables
YOU DOApply local market knowledge to judge if numbers are realistic and credible
- TASK 12
Estimate building replacement costs, using building valuation manuals and professional cost estimators.
AI DOESPulls cost data from manuals, runs replacement cost formulas, and flags comparable estimates
YOU DOInspect the actual building and apply local market judgment to the final number
- TASK 13
Explain real and personal property taxes to property owners.
AI DOESDrafts plain-language explanations of property tax rules, definitions, and FAQs
YOU DORead the room and answer follow-up questions with local knowledge and empathy
- TASK 14
Establish uniform and equitable systems for assessing all classes and kinds of property.
AI DOESAnalyzes comparable property data and flags inconsistencies across assessment categories
YOU DOApply local context, legal standards, and community fairness to finalize the system
- TASK 15
Draw land diagrams to be used in appraisal reports to support findings.
AI DOESGenerates draft land diagrams and sketch layouts from parcel data or descriptions
YOU DOVerify field measurements and legal boundaries before signing off
- TASK 16
Determine taxability of properties, using methods such as field inspection, structural measurement, calculation, sales analysis, market trend studies, and income and expense analysis.
AI DOESPulls comparable sales, runs market trend models, and flags income/expense patterns
YOU DOWalk the property, measure structures, and make the final taxability call
- TASK 17
Explain assessed values to property owners and defend appealed assessments at public hearings.
AI DOESDrafts plain-language value explanations, summarizes comparable sales data, and prepares hearing talking points
YOU DORead the room, answer tough follow-up questions live, and build trust with upset property owners
- TASK 18SOURCE-BACKED TASK
Prepare written reports that estimate property values, outline methods by which the estimations were made, and meet appraisal standards.
AI DOESPulls comps, calculates values, and drafts reports
YOU DOVerify assumptions and defend your judgment
About this analysis
55% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 19
Interview persons familiar with properties and immediate surroundings, such as contractors, home owners, and realtors, to obtain pertinent information.
AI DOESDrafts interview question lists and summarizes notes from interviews
YOU DOBuild trust with people and read between the lines during real conversations
- TASK 20SOURCE-BACKED TASK
Compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential.
AI DOESPulls comps and calculates baseline valuations
YOU DOJudge local factors and market nuance
About this analysis
48% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 21
Conduct regular reviews of property within jurisdictions to determine changes in property due to construction or demolition.
AI DOESFlags properties with likely changes using permit data and aerial imagery
YOU DOVisit sites in person to confirm what actually changed on the ground
- TASK 22
Testify in court as to the value of a piece of real estate property.
AI DOESOrganizes comparable sales data, drafts valuation summaries, and flags key facts to support testimony
YOU DOShow up in person, answer questions under oath, and defend your professional judgment in real time
- TASK 23SOURCE-BACKED TASK
Maintain familiarity with aspects of local real estate markets.
AI DOESAggregates market data and tracks price trends
YOU DOInterpret what the numbers mean locally
About this analysis
32% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 24SOURCE-BACKED TASK
Analyze trends in sales prices, construction costs, and rents, to assess property values or determine the accuracy of assessments.
AI DOESPulls data and calculates basic trend metrics
YOU DOInterpret what the numbers mean locally
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
- TASK 25SOURCE-BACKED TASK
Evaluate land and neighborhoods where properties are situated, considering locations and trends or impending changes that could influence future values.
AI DOESAnalyzes market data and predicts price trends
YOU DOJudge what data means for this specific area
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
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