Scrape and sand wooden floors to smooth surfaces using floor scraper and floor sanding machine, and apply coats of finish.
U.S. Workers
4,140
Median Salary
$49,150
10-Year Growth
+2.6%
Annual Openings
400
Typical entry: No formal educational credential
6 of 6 tasks have some AI capability
Exposure Trend
This score reflects estimated AI technical capability for tasks in this occupation. It does not predict employment changes, and it does not account for company-specific constraints, regulation, or adoption barriers.
Inspect floors for smoothness.
AI: Fully automatable - Inspecting floors for smoothness can be fully automated using cameras, 3D/laser scanners, and surface-roughness algorithms to detect deviations and defects.
Guide sanding machines over surfaces of floors until surfaces are smooth.
AI: Fully automatable - Guiding sanding machines to achieve smooth surfaces is a control problem that autonomous systems with force/height feedback and surface sensing can perform reliably in most applications.
Scrape and sand floor edges and areas inaccessible to floor sanders, using scrapers, disk-type sanders, and sandpaper.
AI: Partial - Scraping and sanding tight edges requires fine dexterity and adaptability that AI-assisted tools and robots can handle in limited scenarios but not comprehensively across varied sites.
Attach sandpaper to rollers of sanding machines.
AI: Partial - Attaching sandpaper to rollers is a simple repetitive manipulation that industrial robots can do, but on decentralized, variable construction sites this remains only partially automated as of 2025.
Apply filler compound and coats of finish to floors to seal wood.
AI: Partial - Applying filler and finish requires fine manual dexterity, surface judgment, and edge/obstacle handling that 2025 robots can assist with but not fully autonomously in most on-site scenarios.
Remove excess glue from joints, using knives, scrapers, or wood chisels.
AI: Partial - Removing excess glue with knives, scrapers, or chisels requires variable force control and close tactile sensing across irregular joints, which remains only partially automatable by 2025.