Will AI replace Woodworking Machine Setters, Operators, and Tenders, Except Sawing?

What this score means

Woodworking Machine Setters, Operators, and Tenders, Except Sawing 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 21 out of 100 it sits close to the Manufacturing average of 19. Across the 5 sources behind this baseline, individual estimates run from 5 to 52, 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 Woodworking Machine Setters, Operators, and Tenders, Except Sawing, most central first, showing 12 of 25.

• 01Set up, program, operate, or tend computerized or manual woodworking machines, such as drill presses, lathes, shapers, routers, sanders, planers, or wood-nailing machines.
• 02Examine finished workpieces for smoothness, shape, angle, depth-of-cut, or conformity to specifications and verify dimensions, visually and using hands, rules, calipers, templates, or gauges.
• 03Start machines, adjust controls, and make trial cuts to ensure that machinery is operating properly.
• 04Monitor operation of machines and make adjustments to correct problems and ensure conformance to specifications.
• 05Examine raw woodstock for defects and to ensure conformity to size and other specification standards.
• 06Adjust machine tables or cutting devices and set controls on machines to produce specified cuts or operations.
• 07Install and adjust blades, cutterheads, boring-bits, or sanding-belts, using hand tools and rules.
• 08Change alignment and adjustment of sanding, cutting, or boring machine guides to prevent defects in finished products, using hand tools.
• 09Determine product specifications and materials, work methods, and machine setup requirements, according to blueprints, oral or written instructions, drawings, or work orders.
• 10Feed stock through feed mechanisms or conveyors into planing, shaping, boring, mortising, or sanding machines to produce desired components.
• 11Push or hold workpieces against, under, or through cutting, boring, or shaping mechanisms.
• 12Select knives, saws, blades, cutter heads, cams, bits, or belts, according to workpiece, machine functions, or product specifications.

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 5 research sources that scored Woodworking Machine Setters, Operators, and Tenders, Except Sawing for AI and automation exposure. More recent, higher confidence studies carry more weight in the final number.

• 01Anthropic Economic Index 2026 - AI Task Exposure · 2026Anthropic
• 02Global Automation Atlas: Task Substitution Exposure by Occupation · 2026Garg, Crosta, Baier (2026), arXiv:2605.17086
• 03Working with AI: Measuring the Applicability of Generative AI to Occupations · 2025Tomlinson, Jaffe et al., Microsoft Research (2025)
• 04GPTs are GPTs: Labor Market Impact Potential of LLMs · 2024Eloundou, Manning, Mishkin, Rock (Science, 2024)
• 05AI Occupational Exposure to Language Modeling · 2023Felten, Raj, Seamans (2023)

Common questions

How likely is AI to replace Woodworking Machine Setters, Operators, and Tenders, Except Sawing?

Published research puts Woodworking Machine Setters, Operators, and Tenders, Except Sawing at 21 out of 100 for AI displacement risk, in the lower risk band. The number is a weighted consensus of 5 research sources and describes the typical version of the role, not any individual.

Do researchers agree on the risk for Woodworking Machine Setters, Operators, and Tenders, Except Sawing?

Only partly. Individual estimates for Woodworking Machine Setters, Operators, and Tenders, Except Sawing run from 5 to 52 out of 100 across the 5 sources behind this score, so the single number smooths over real disagreement. More recent and higher confidence studies carry more weight in it.

Which manufacturing roles face similar AI exposure?

The closest published manufacturing roles to Woodworking Machine Setters, Operators, and Tenders, Except Sawing by score are Butchers and Meat Cutters (21/100), Chemical Equipment Operators and Tenders (21/100), and Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic (21/100). Each has its own page with the research behind its number.

Also covers

Adzing and Boring Machine Operator · Artificial Log Machine Operator · Automatic Clipper · Automatic Nailing Machine Operator · Automatic Profile Shaper Operator · Balloon Sander · Band Nailer · Bander and related titles

More manufacturing occupations

• Butchers and Meat Cutters21/100
• Chemical Equipment Operators and Tenders21/100
• Extruding and Drawing Machine Setters, Operators, and Tenders, Metal and Plastic21/100
• Heat Treating Equipment Setters, Operators, and Tenders, Metal and Plastic21/100
• Molding, Coremaking, and Casting Machine Setters, Operators, and Tenders, Metal and Plastic21/100
• Textile Bleaching and Dyeing Machine Operators and Tenders21/100
• Cooling and Freezing Equipment Operators and Tenders20/100
• Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic20/100