Will AI replace Machine Feeders and Offbearers?

What this score means

Machine Feeders and Offbearers is among the least exposed roles in Transportation. Most of what the job involves still sits outside what current AI can do, even as the tools around it keep changing. At 13 out of 100 it scores 5 points below the Transportation average of 18. Across the 3 sources behind this baseline, individual estimates run from 7 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 Machine Feeders and Offbearers, most central first, showing 12 of 13.

• 01Inspect materials and products for defects, and to ensure conformance to specifications.
• 02Record production and operational data, such as amount of materials processed.
• 03Push dual control buttons and move controls to start, stop, or adjust machinery and equipment.
• 04Weigh or measure materials or products to ensure conformance to specifications.
• 05Identify and mark materials, products, and samples, following instructions.
• 06Clean and maintain machinery, equipment, and work areas to ensure proper functioning and safe working conditions.
• 07Load materials and products into machines and equipment, or onto conveyors, using hand tools and moving devices.
• 08Transfer materials and products to and from machinery and equipment, using industrial trucks or hand trucks.
• 09Fasten, package, or stack materials and products, using hand tools and fastening equipment.
• 10Remove materials and products from machines and equipment, and place them in boxes, trucks or conveyors, using hand tools and moving devices.
• 11Shovel or scoop materials into containers, machines, or equipment for processing, storage, or transport.
• 12Open and close gates of belt and pneumatic conveyors on machines that are fed directly from preceding machines.

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 Machine Feeders and Offbearers 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

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