Furniture makers
and other craft woodworkers
Furniture makers and other craft woodworkers make, repair and restore wooden furniture, decorative objects and other crafted pieces of woodwork.
- Employees (UK)
- 10k
- Median annual pay
- £30,328
- Exposure score ?
- 0.9/10 Minimal 2.1/10 Low strict reading, with tools is 2.1/10 with-tools reading, strict is 0.9/10
- Wage exposure
- £27m £64m
Higher exposure than 50% of the 379 UK occupations we scored.
What this score means.
Most of this role's work is still hard for AI: physical presence, practised skill, judgement in context and direct care, the things that do not turn into text.
If you are in this role
Nothing here is under pressure today, but the frontier moves. Learn enough to direct AI at the paperwork around the job. People in hands-on roles who can do that become unusually useful inside their organisations.
A few tasks in this role are within reach of AI, mostly paperwork, scheduling and routine writing. The shape of the role stays the same, and some parts get faster.
If you are in this role
Pick the two or three most repetitive things in your week and try a model on them. Most people underestimate what Claude or ChatGPT already does with admin-shaped work. The time you get back is the gain.

Where the work usually starts.
This role's strict reading is low because its top tasks are judgement, not drafting. The three highest-stakes tasks below are still usually where the work starts. Switch to With tools to see what AI plus the right context can take on.
-
Confer with customers to determine furniture colors or finishes.
-
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.
-
Fill and smooth cracks or depressions, remove marks and imperfections, and repair broken parts, using plastic or wood putty, glue, nails, or screws.
For this role the labels do not surface obvious candidates, so the work would start with the highest-stakes tasks below and find the AI angle in conversation.
-
Confer with customers to determine furniture colors or finishes.
-
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.
-
Fill and smooth cracks or depressions, remove marks and imperfections, and repair broken parts, using plastic or wood putty, glue, nails, or screws.
Every role has three or four places like these. Finding them takes an hour. Turning them into a workflow your team actually uses takes a few days.
Every task in the role.
Every O*NET task for this occupation, split by what AI can do unaided and what still needs a person. Importance is O*NET's 1 to 5 rating of how central each task is.
Tasks via O*NET "Furniture Finishers" (51-7021.00).
What AI can already do
0 of 22 tasks, unaided
No tasks here are labelled as something an LLM can do unaided. Switch to 'With tools' above to see what changes when AI is paired with the right context.
What still needs a person
22 of 22 tasks
Confer with customers to determine furniture colors or finishes.
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.
Fill and smooth cracks or depressions, remove marks and imperfections, and repair broken parts, using plastic or wood putty, glue, nails, or screws.
Smooth, shape, and touch up surfaces to prepare them for finishing, using sandpaper, pumice stones, steel wool, chisels, sanders, or grinders.
Remove accessories prior to finishing, and mask areas that should not be exposed to finishing processes or substances.
Remove old finishes and damaged or deteriorated parts, using hand tools, stripping tools, sandpaper, steel wool, abrasives, solvents, or dip baths.
Recommend woods, colors, finishes, and furniture styles, using knowledge of wood products, fashions, and styles.
Treat warped or stained surfaces to restore original contours and colors.
Select appropriate finishing ingredients such as paint, stain, lacquer, shellac, or varnish, depending on factors such as wood hardness and surface type.
Mix finish ingredients to obtain desired colors or shades.
Wash surfaces to prepare them for finish application.
Remove excess solvent, using cloths soaked in paint thinner.
Follow blueprints to produce specific designs.
Paint metal surfaces electrostatically, or by using a spray gun or other painting equipment.
Examine furniture to determine the extent of damage or deterioration, and to decide on the best method for repair or restoration.
Distress surfaces with woodworking tools or abrasives before staining to create an antique appearance, or rub surfaces to bring out highlights and shadings.
Stencil, gild, emboss, mark, or paint designs or borders to reproduce the original appearance of restored pieces, or to decorate new pieces.
Disassemble items to prepare them for finishing, using hand tools.
Replace or refurbish upholstery of items, using tacks, adhesives, softeners, solvents, stains, or polish.
Design, create, and decorate entire pieces or specific parts of furniture, such as draws for cabinets.
Spread graining ink over metal portions of furniture to simulate wood-grain finish.
Brush bleaching agents on wood surfaces to restore natural color.
Tasks via O*NET "Furniture Finishers" (51-7021.00).
What AI can already do
2 of 22 tasks, with tools
Recommend woods, colors, finishes, and furniture styles, using knowledge of wood products, fashions, and styles.
Follow blueprints to produce specific designs.
What still needs a person
20 of 22 tasks
Confer with customers to determine furniture colors or finishes.
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.
Fill and smooth cracks or depressions, remove marks and imperfections, and repair broken parts, using plastic or wood putty, glue, nails, or screws.
Smooth, shape, and touch up surfaces to prepare them for finishing, using sandpaper, pumice stones, steel wool, chisels, sanders, or grinders.
Remove accessories prior to finishing, and mask areas that should not be exposed to finishing processes or substances.
Remove old finishes and damaged or deteriorated parts, using hand tools, stripping tools, sandpaper, steel wool, abrasives, solvents, or dip baths.
Treat warped or stained surfaces to restore original contours and colors.
Select appropriate finishing ingredients such as paint, stain, lacquer, shellac, or varnish, depending on factors such as wood hardness and surface type.
Mix finish ingredients to obtain desired colors or shades.
Wash surfaces to prepare them for finish application.
Remove excess solvent, using cloths soaked in paint thinner.
Paint metal surfaces electrostatically, or by using a spray gun or other painting equipment.
Examine furniture to determine the extent of damage or deterioration, and to decide on the best method for repair or restoration.
Distress surfaces with woodworking tools or abrasives before staining to create an antique appearance, or rub surfaces to bring out highlights and shadings.
Stencil, gild, emboss, mark, or paint designs or borders to reproduce the original appearance of restored pieces, or to decorate new pieces.
Disassemble items to prepare them for finishing, using hand tools.
Replace or refurbish upholstery of items, using tacks, adhesives, softeners, solvents, stains, or polish.
Design, create, and decorate entire pieces or specific parts of furniture, such as draws for cabinets.
Spread graining ink over metal portions of furniture to simulate wood-grain finish.
Brush bleaching agents on wood surfaces to restore natural color.
Stay on top of this.
An email when there is something worth reading: what is real in AI at work, what is noise, and what operators are doing about it.
Free. Unsubscribe any time.
Related occupations.
Other roles in Skilled trades occupations, and roles close by exposure.
What it means for your sector.
This role's score comes from Eloundou et al's 2023 task labels, weighted by O*NET importance within each O*NET-SOC code, then bridged to UK SOC 2020 through ISCO-08 (the ONS coding index) and US SOC 2010 (the BLS crosswalk). Employment and median pay come from ONS ASHE Table 14.7a, 2025 provisional, which covers employees only.
Back to the mapMethodologySources (PDF)Built 29 April 2026
Pictures
- "Census pantograph and 1930s keypunches" by U.S. Census Bureau employees, public domain, via Wikimedia Commons
- "Shepard Barclay, St. Louis lawyer, in his office" by Missouri Historical Society via DPLA, no known copyright restrictions, via Wikimedia Commons
- "Accountant's Office LCCN2016824374" by National Photo Company Collection, public domain, via Wikimedia Commons
- "Employment service in Oulu in the spring 1931" by Finnish Heritage Agency (Museovirasto), CC BY 4.0, via Wikimedia Commons


