AI JOB RISK SCANNER
O*NET-SOC 51-7021.00 / model V11 rated-task engine

Will AI replace
Furniture Finishers?

Shape, finish, and refinish damaged, worn, or used furniture or new high-grade furniture to specified color or finish.

Estimated AI task exposure
21%

Low-Moderate exposure

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

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

Digital/info work

23/100

Physical moat

38/100

Human moat

15/100

Rating coverage

100%

22 task statements / 22 rated

Highest-weighted occupation tasks

Brush, spray, or hand-rub finishing ingredients, such as paint, oil, stain, or wax, onto and into wood grain and apply lacquer or other sealers.
Importance 82/100Relevance 96/100Frequency 78/100Weight 0.86
Smooth, shape, and touch up surfaces to prepare them for finishing, using sandpaper, pumice stones, steel wool, chisels, sanders, or grinders.
Importance 81/100Relevance 82/100Frequency 72/100Weight 0.79
Remove old finishes and damaged or deteriorated parts, using hand tools, stripping tools, sandpaper, steel wool, abrasives, solvents, or dip baths.
Importance 79/100Relevance 85/100Frequency 67/100Weight 0.78
Select appropriate finishing ingredients such as paint, stain, lacquer, shellac, or varnish, depending on factors such as wood hardness and surface type.
Importance 76/100Relevance 80/100Frequency 74/100Weight 0.77
Remove accessories prior to finishing, and mask areas that should not be exposed to finishing processes or substances.
Importance 80/100Relevance 82/100Frequency 66/100Weight 0.77
Fill and smooth cracks or depressions, remove marks and imperfections, and repair broken parts, using plastic or wood putty, glue, nails, or screws.
Importance 82/100Relevance 80/100Frequency 66/100Weight 0.77
Examine furniture to determine the extent of damage or deterioration, and to decide on the best method for repair or restoration.
Importance 73/100Relevance 86/100Frequency 65/100Weight 0.76
Treat warped or stained surfaces to restore original contours and colors.
Importance 77/100Relevance 77/100Frequency 62/100Weight 0.73
Mix finish ingredients to obtain desired colors or shades.
Importance 76/100Relevance 77/100Frequency 63/100Weight 0.73
Distress surfaces with woodworking tools or abrasives before staining to create an antique appearance, or rub surfaces to bring out highlights and shadings.
Importance 72/100Relevance 80/100Frequency 54/100Weight 0.71

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

$44,540

BLS OEWS May 2025

National employment

14,480

BLS OEWS May 2025

Projected growth

-3.5%

BLS Employment Projections 2025–2035

Average annual openings

2

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

Cement Masons and Concrete Finishers

6%

15 points lower exposure • 90% profile similarity

Median wage: $57,020 Growth 2025–2035: +1.6% Annual openings: 14

more physical-world work
SAFER ALTERNATIVE

Fence Erectors

6%

15 points lower exposure • 91% profile similarity

Median wage: $47,980 Growth 2025–2035: +5.6% Annual openings: 2

more physical-world work
SAFER ALTERNATIVE

Tree Trimmers and Pruners

5%

16 points lower exposure • 89% profile similarity

Median wage: $50,960 Growth 2025–2035: +4.2% Annual openings: 8

more physical-world work
SAFER ALTERNATIVE

Insurance Appraisers, Auto Damage

5%

16 points lower exposure • 89% profile similarity

Median wage: $78,240 Growth 2025–2035: -8.7% Annual openings: 1

more physical-world work
SAFER ALTERNATIVE

Millwrights

5%

16 points lower exposure • 87% profile similarity

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

stronger human/judgment moat, more physical-world work
SAFER ALTERNATIVE

Cabinetmakers and Bench Carpenters

5%

16 points lower exposure • 88% profile similarity

Median wage: $46,680 Growth 2025–2035: -2.9% Annual openings: 7

more physical-world work

Personalized career defense protocol

AI-Proofing Plan

AUTOMATE

    AUGMENT

    • administrative support tasks
    • planning and documentation

    PROTECT

    • domain expertise
    • exception handling
    • accountability for outcomes

    LEARN

    • cross-functional business knowledge
    • risk and governance
    • basic AI literacy

    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
    I am your guide.
    Knowledge is your strongest upgrade.