AI exposure by occupation, O*NET 47-2043.00
Will AI replace Floor Sanders and Finishers?
Floor Sanders and Finishers: AI does not yet handle any of the role's 7 tasks; most of the work is hands-on, and the part AI can address mostly needs an efficient-tier model.
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Every task, scored
The 7 tasks O*NET 30.3 lists for Floor Sanders and Finishers, from most to least exposed. None reaches 60, the level at which AI already handles a task.
| Task | AI exposure | Evidence | Model tier |
|---|---|---|---|
| Inspect floors for smoothness. | Estimated | Efficient | |
| Scrape and sand floor edges and areas inaccessible to floor sanders, using scrapers, disk-type sanders, and sandpaper. | Estimated | No tier | |
| Attach sandpaper to rollers of sanding machines. | Estimated | No tier | |
| Guide sanding machines over surfaces of floors until surfaces are smooth. | Estimated | No tier | |
| Apply filler compound and coats of finish to floors to seal wood. | Estimated | No tier | |
| Remove excess glue from joints, using knives, scrapers, or wood chisels. | Estimated | No tier | |
| Buff and vacuum floors to ensure their cleanliness prior to the application of finish. | Estimated | No tier |
Observed: scored from AI use recorded in the Anthropic Economic Index (June 2026 release), 0 of 7 tasks. Estimated: scored from the task's O*NET 30.3 work activity, 7 of 7. Importance is O*NET's 1 to 5 rating of how central the task is. Model tier is the lowest tier that can do the task under the published rubric; "No tier" marks hands-on work.
The model tier this role needs
An efficient-tier model or lower covers 15% of the role's importance-weighted task work. 15% of the work is something AI can address at some tier, and 85% is hands-on.
Efficient, standard and frontier tiers come from the JobRoute model tier reference. The recommended tier is the lowest one that covers 80% of the work AI can address. How the method works.
Wages, employment and outlook
- US employment
- 3,720
- Median annual wage
- $50,440
- Middle half of earners
- $41,600 to $59,620
- Projected change, 2024 to 2034
- +2.6%
Employment and wages: BLS Occupational Employment and Wage Statistics, May 2025, national. Projection: BLS Employment Projections 2024 to 2034.
Adjacent roles
The occupations that reuse the most of this role's skills, with the usual time to move. These are the first places to look when you plan to redeploy or retrain people in this role.
- Furniture Finishers 69% skill overlap, about 11 months to move Exposure21
- Floor Layers, Except Carpet, Wood, and Hard Tiles 69% skill overlap, about 11 months to move Exposure18
- Terrazzo Workers and Finishers 62% skill overlap, about 14 months to move Exposure19
- Grinding and Polishing Workers, Hand 60% skill overlap, about 15 months to move Exposure20
- Woodworking Machine Setters, Operators, and Tenders, Except Sawing 58% skill overlap, about 15 months to move Exposure24
Skill overlap and transition time from the JobRoute role adjacency graph on O*NET 30.3 skills.
Questions about Floor Sanders and Finishers and AI
Will AI replace Floor Sanders and Finishers?
Not on current evidence. None of the 7 tasks O*NET lists for this occupation reaches a task exposure of 60, the level at which JobRoute counts a task as handled by AI, and the role's importance-weighted exposure is 15 out of 100. JobRoute scores tasks, not whole jobs, so the score shows how much of the work changes rather than whether the job disappears.
What is the AI exposure of Floor Sanders and Finishers?
15 out of 100 on JobRoute's task exposure measure, the importance-weighted average of the role's O*NET task scores. Higher means more of the work is AI-doable today. 0 of the 7 task scores are observed in the Anthropic Economic Index (June 2026 release), and the other 7 are estimated from each task's O*NET work activity.
Which Floor Sanders and Finishers tasks can AI already do?
None reaches 60 yet. The most exposed task is: Inspect floors for smoothness, at 20 out of 100.
What AI model tier does this role need?
An efficient-tier model or lower covers 15% of the role's importance-weighted task work, and 85% is hands-on work that no model tier covers. JobRoute assigns each task the lowest tier that can do it under a published rubric and recommends the lowest tier that covers 80% of the work AI can address.
How many people work as Floor Sanders and Finishers, and what do they earn?
3,720 people in the United States, with a median annual wage of $50,440 (BLS Occupational Employment and Wage Statistics, May 2025). BLS Employment Projections expect a change of +2.6% from 2024 to 2034.
How to cite
Data version 2026-11-02, JobRoute method v1.0.0. Download all occupations or this occupation as JSON. Methodology.
JobRoute (2026). AI exposure: Floor Sanders and Finishers. Data version 2026-11-02, method v1.0.0. Built on O*NET 30.3, BLS OEWS May 2025 and the Anthropic Economic Index (June 2026). CC BY 4.0. https://www.jobroute.ai/jobs/floor-sanders-and-finishers
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