AI JOB RISK SCANNER
O*NET-SOC 13-2023.00 / model V11 rated-task engine

Will AI replace
Appraisers and Assessors of Real Estate?

Appraise real estate, exclusively, and estimate its fair value. May assess taxes in accordance with prescribed schedules.

Estimated AI task exposure
73%

High exposure

V11 weights occupation tasks using O*NET Importance, Relevance and Frequency ratings instead of treating every task equally.

28 tasks have usable Task Rating records; weighted-task coverage is 100%.

Digital/info work

73/100

Physical moat

25/100

Human moat

25/100

Rating coverage

100%

28 task statements / 28 rated

Highest-weighted occupation tasks

Compute final estimation of property values, taking into account such factors as depreciation, replacement costs, value comparisons of similar properties, and income potential.
Importance 94/100Relevance 100/100Frequency 68/100Weight 0.90
Prepare written reports that estimate property values, outline methods by which the estimations were made, and meet appraisal standards.
Importance 92/100Relevance 100/100Frequency 68/100Weight 0.89
Search public records for transactions such as sales, leases, and assessments.
Importance 91/100Relevance 100/100Frequency 67/100Weight 0.89
Photograph interiors and exteriors of properties to assist in estimating property value, substantiate findings, and complete appraisal reports.
Importance 92/100Relevance 100/100Frequency 62/100Weight 0.87
Maintain familiarity with aspects of local real estate markets.
Importance 89/100Relevance 100/100Frequency 62/100Weight 0.86
Obtain county land values and sales information about nearby properties to aid in establishment of property values.
Importance 90/100Relevance 96/100Frequency 67/100Weight 0.86
Collect and analyze relevant data to identify real estate market trends.
Importance 85/100Relevance 100/100Frequency 63/100Weight 0.85
Inspect properties, considering factors such as market value, location, and building or replacement costs to determine appraisal value.
Importance 86/100Relevance 100/100Frequency 59/100Weight 0.84
Verify legal descriptions of properties by comparing them to county records.
Importance 78/100Relevance 100/100Frequency 62/100Weight 0.82
Check building codes and zoning bylaws to determine any effects on the properties being appraised.
Importance 80/100Relevance 100/100Frequency 59/100Weight 0.82

Task weighting

Each rated task receives a composite weight: 38% relevance, 37% importance and 25% frequency. Core tasks receive a small additional multiplier. Low-precision rows flagged by O*NET for suppression are excluded.

Occupation scoring

When rating coverage is strong, rated tasks contribute 60% of the digital, physical and human task signals and Work Activities contribute 40%. Lower-coverage occupations automatically rely more on Work Activities.

U.S. labor market

BLS Wage & Employment Outlook

Median annual wage

Not published

BLS OEWS May 2025

National employment

Not published

BLS OEWS May 2025

Projected growth

Not published

BLS Employment Projections 2025–2035

Average annual openings

Not published

BLS Employment Projections 2025–2035

BLS labor-market figures are separate from the site's AI-exposure model. Missing values mean a compatible detailed BLS occupation estimate was not published or could not be mapped.

Career pivot radar

Safer Career Alternatives

These options are selected from the same 923-occupation model. They favor a similar task/work profile with meaningfully lower estimated AI exposure. They are suggestions for exploration, not guarantees of job fit.

SAFER ALTERNATIVE

Millwrights

5%

68 points lower exposure • 64% profile similarity

Median wage: $65,700 Growth 2025–2035: +0.9% Annual openings: 3

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Electric Motor, Power Tool, and Related Repairers

5%

68 points lower exposure • 62% profile similarity

Median wage: $56,210 Growth 2025–2035: +4.4% Annual openings: 1

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Heating, Air Conditioning, and Refrigeration Mechanics and Installers

9%

64 points lower exposure • 65% profile similarity

Median wage: $61,010 Growth 2025–2035: +10.9% Annual openings: 41

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Helpers--Extraction Workers

5%

68 points lower exposure • 61% profile similarity

Median wage: $47,730 Growth 2025–2035: +1.7% Annual openings: 1

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Bicycle Repairers

5%

68 points lower exposure • 61% profile similarity

Median wage: $42,780 Growth 2025–2035: -5.7% Annual openings: 1

more physical-world work, less digital task exposure
SAFER ALTERNATIVE

Hydroelectric Production Managers

10%

63 points lower exposure • 65% profile similarity

Median wage: $126,060 Growth 2025–2035: +2.6% Annual openings: 17

stronger human/judgment moat, more physical-world work

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

  • routine information gathering
  • first-pass document drafting
  • standard reporting and summarization
  • repeatable administrative workflows

AUGMENT

  • research and analysis
  • quality checking AI-generated work
  • decision preparation
  • scenario generation

PROTECT

  • domain expertise
  • exception handling
  • accountability for outcomes

LEARN

  • AI-assisted research
  • workflow automation
  • data literacy
  • prompt and workflow design
  • AI output verification

AI-PROOFING RESOURCES

What this score does not mean

The percentage is a comparative task-exposure index. It is not the probability that this occupation disappears, that a worker is laid off, or that AI can perform the entire job.

New in V11

Find a Safer Career Path

High exposure does not mean starting over. V11 compares your occupation with the other 922 O*NET occupations and surfaces lower-exposure options with similar work profiles.

EXPLORE CAREER ALTERNATIVES
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