Will AI replace Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders?

What this score means

Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders 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 19 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 55, 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 Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders, most central first, showing 12 of 26.

• 01Adjust machine components to regulate speeds, pressures, and temperatures, and amounts, dimensions, and flow of materials or ingredients.
• 02Press control buttons to activate machinery and equipment.
• 03Examine, measure, and weigh materials or products to verify conformance to standards, using measuring devices such as templates, micrometers, or scales.
• 04Monitor machine operations and observe lights and gauges to detect malfunctions.
• 05Clear jams, and remove defective or substandard materials or products.
• 06Notify supervisors when extruded filaments fail to meet standards.
• 07Record and maintain production data, such as meter readings, and quantities, types, and dimensions of materials produced.
• 08Review work orders, specifications, or instructions to determine materials, ingredients, procedures, components, settings, and adjustments for extruding, forming, pressing, or compacting machines.
• 09Turn controls to adjust machine functions, such as regulating air pressure, creating vacuums, and adjusting coolant flow.
• 10Clean dies, arbors, compression chambers, and molds, using swabs, sponges, or air hoses.
• 11Synchronize speeds of sections of machines when producing products involving several steps or processes.
• 12Move materials, supplies, components, and finished products between storage and work areas, using work aids such as racks, hoists, and handtrucks.

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 Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders 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 Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders?

Published research puts Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders at 19 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 Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders?

Only partly. Individual estimates for Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders run from 5 to 55 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 Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders by score are Biomass Plant Technicians (19/100), Chemical Plant and System Operators (19/100), and Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders (19/100). Each has its own page with the research behind its number.

Also covers

Abrasive Wheel Molder · Air Bag Curer · Alfalfa Dehydrator Operator · Arch Cushion Press Operator · Artificial Log Machine Operator · Auger Press Operator · Automatic Lump Making Machine Tender · Bag Bailer and related titles

More manufacturing occupations

• Biomass Plant Technicians19/100
• Chemical Plant and System Operators19/100
• Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders19/100
• Cutters and Trimmers, Hand19/100
• Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders19/100
• Layout Workers, Metal and Plastic19/100
• Molders, Shapers, and Casters, Except Metal and Plastic19/100
• Ophthalmic Laboratory Technicians19/100