Skip to content
STRATUSWORKFORCE SCAN
Menu

Furniture Finishers

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

14,480 people do this job in the US. $44,540 a year.

now
4%

of the working time. Estimate.

Kinds of work
  • 4%
  • 2%
  • 95%
0%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
Already

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 4% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 4%. Today's estimate: 4%.

0%5%10%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 2% within reachGPT-5, August 2025: 3% within reachGemini 3 Pro, November 2025: 3% within reachClaude Opus 4.5, November 2025: 3% within reachGPT-5.2, December 2025: 3% within reachClaude Opus 4.6, February 2026: 4% within reachClaude Mythos Preview (early), April 2026: 4% within reachToday (estimate), September 2026: 4% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 22 tasks from .

TaskKind
Design, create, and decorate entire pieces or specific parts of furniture, such as draws for cabinets.Done more than yearly by most who do it.16%1 work day3.3 h to 3.1 work daysStays with people
Replace or refurbish upholstery of items, using tacks, adhesives, softeners, solvents, stains, or polish.Done hourly or more by most who do it.10%2.5 h50 min to 6.7 hStays with people
Remove old finishes and damaged or deteriorated parts, using hand tools, stripping tools, sandpaper, steel wool, abrasives, solvents, or dip baths.Done hourly or more by most who do it. 10%1.3 h38 min to 4.2 hStays with people
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.Done daily by most who do it. 9%50 min25 min to 2.5 hStays with people
Follow blueprints to produce specific designs.Done daily by most who do it.8%1.7 h25 min to 6.7 hStays with people
Smooth, shape, and touch up surfaces to prepare them for finishing, using sandpaper, pumice stones, steel wool, chisels, sanders, or grinders.Done daily by most who do it. 7%50 min21 min to 2.5 hStays with people
Treat warped or stained surfaces to restore original contours and colors.Done daily by most who do it. 6%1.3 h33 min to 3.3 hStays with people
Fill and smooth cracks or depressions, remove marks and imperfections, and repair broken parts, using plastic or wood putty, glue, nails, or screws.Done daily by most who do it. 4%38 min17 min to 1.7 hStays with people
Distress surfaces with woodworking tools or abrasives before staining to create an antique appearance, or rub surfaces to bring out highlights and shadings.Done daily by most who do it. 4%50 min25 min to 2.5 hStays with people
Stencil, gild, emboss, mark, or paint designs or borders to reproduce the original appearance of restored pieces, or to decorate new pieces.Done more than yearly by most who do it. 4%1.4 h38 min to 3.3 hStays with people
Examine furniture to determine the extent of damage or deterioration, and to decide on the best method for repair or restoration.Done daily by most who do it. 3%25 min13 min to 50 minStays with people
Mix finish ingredients to obtain desired colors or shades.Done hourly or more by most who do it. 3%25 min8 min to 1.1 hStays with people

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.