AI JOB SCANNER
O*NET-SOC 51-7021.00 / model V14 rated-task + local-market 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.

CHECK PAY WHERE YOU LIVE

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
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