AI JOB RISK SCANNER
O*NET-SOC 13-2022.00 / model V11 rated-task engine

Will AI replace
Appraisers of Personal and Business Property?

Appraise and estimate the fair value of tangible personal or business property, such as jewelry, art, antiques, collectibles, and equipment. May also appraise land.

Estimated AI task exposure
91%

Very High exposure

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

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

Digital/info work

84/100

Physical moat

12/100

Human moat

17/100

Rating coverage

100%

14 task statements / 14 rated

Highest-weighted occupation tasks

Write descriptions of the property being appraised.
Importance 98/100Relevance 100/100Frequency 64/100Weight 0.90
Determine the appropriate type of valuation to make, such as fair market, replacement, or liquidation, based on the needs of the property owner.
Importance 98/100Relevance 100/100Frequency 60/100Weight 0.89
Document physical characteristics of property such as measurements, quality, and design.
Importance 96/100Relevance 100/100Frequency 62/100Weight 0.89
Calculate the value of property based on comparisons to recent sales, estimated cost to reproduce, and anticipated property income streams.
Importance 96/100Relevance 100/100Frequency 62/100Weight 0.89
Locate and record data on sales of comparable property using specialized software, internet searches, or personal records.
Importance 93/100Relevance 100/100Frequency 61/100Weight 0.88
Write and submit appraisal reports for property, such as jewelry, art, antiques, collectibles, and equipment.
Importance 92/100Relevance 100/100Frequency 53/100Weight 0.85
Inspect personal or business property.
Importance 88/100Relevance 100/100Frequency 46/100Weight 0.82
Create and maintain a database of completed appraisals.
Importance 84/100Relevance 96/100Frequency 56/100Weight 0.82
Take photographs of property.
Importance 82/100Relevance 100/100Frequency 47/100Weight 0.80
Verify that property matches legal descriptions or certifications.
Importance 76/100Relevance 87/100Frequency 47/100Weight 0.73

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

Helpers--Extraction Workers

5%

86 points lower exposure • 53% profile similarity

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

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

Mobile Heavy Equipment Mechanics, Except Engines

5%

86 points lower exposure • 54% profile similarity

Median wage: $65,510 Growth 2025–2035: +6.7% Annual openings: 15

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

Electric Motor, Power Tool, and Related Repairers

5%

86 points lower exposure • 52% profile similarity

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

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

Wind Turbine Service Technicians

5%

86 points lower exposure • 53% profile similarity

Median wage: $64,120 Growth 2025–2035: +29.5% Annual openings: 2

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

Aircraft Mechanics and Service Technicians

8%

83 points lower exposure • 56% profile similarity

Median wage: $79,870 Growth 2025–2035: +5.4% Annual openings: 11

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

Tank Car, Truck, and Ship Loaders

6%

85 points lower exposure • 54% profile similarity

Median wage: $58,870 Growth 2025–2035: +2.8% Annual openings: 1

more physical-world work, less digital task exposure

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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