Will AI replace Upholsterers?

What this score means

Upholsterers is among the least exposed roles in Manufacturing. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 12 out of 100 it sits close to the Manufacturing average of 14. Across the 3 sources behind this baseline, individual estimates run from 5 to 20, so the score is a weighted consensus rather than any single figure.

The number is a consensus estimate for the typical version of the role, built from published academic and industry research scored occupation by occupation. It is not a prediction about any individual. How scoring works

What this job actually involves

Exposure follows the work itself rather than the job title, so it is worth seeing what the role is made of. These are the tasks O*NET records for Upholsterers, most central first, showing 12 of 22.

• 01Fit, install, and secure material on frames, using hand tools, power tools, glue, cement, or staples.
• 02Measure and cut new covering materials, using patterns and measuring and cutting instruments, following sketches and design specifications.
• 03Build furniture up with loose fiber stuffing, cotton, felt, or foam padding to form smooth, rounded surfaces.
• 04Make, restore, or create custom upholstered furniture, using hand tools and knowledge of fabrics and upholstery methods.
• 05Read work orders, and apply knowledge and experience with materials to determine types and amounts of materials required to cover workpieces.
• 06Examine furniture frames, upholstery, springs, and webbing to locate defects.
• 07Adjust or replace webbing, padding, or springs, and secure them in place.
• 08Sew rips or tears in material, or create tufting, using needles and thread.
• 09Remove covering, webbing, padding, or defective springs from workpieces, using hand tools such as hammers and tack pullers.
• 10Attach fasteners, grommets, buttons, buckles, ornamental trim, and other accessories to covers or frames, using hand tools.
• 11Repair furniture frames and refinish exposed wood.
• 12Interweave and fasten strips of webbing to the backs and undersides of furniture, using small hand tools and fasteners.

Task statements from O*NET by the National Center for O*NET Development, used under CC BY 4.0. The tasks are descriptive; the exposure score above is ours.

The research behind this score

This baseline aggregates 3 research sources that scored Upholsterers for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026
• 02GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024
• 03AI Occupational Exposure to Language Modeling · 2023

Also covers

Aircraft Seat Upholsterer · Arm Maker · Arm Rest Builder · Automobile Upholsterer (Auto Upholsterer) · Automotive Upholsterer · Body Trimmer Upholsterer · Box Spring Upholsterer · Car Seat Coverer and related titles

More manufacturing occupations

• Adhesive Bonding Machine Operators and Tenders11/100
• Aircraft Structure, Surfaces, Rigging, and Systems Assemblers13/100
• Assemblers and Fabricators, All Other29/100
• Bakers17/100
• Biofuels Processing Technicians14/100
• Biomass Plant Technicians14/100
• Butchers and Meat Cutters12/100
• Cabinetmakers and Bench Carpenters11/100