Will AI replace Slaughterers and Meat Packers?

What this score means

Slaughterers and Meat Packers 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 20 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 57, 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 Slaughterers and Meat Packers, most central first, showing 12 of 14.

• 01Remove bones, and cut meat into standard cuts in preparation for marketing.
• 02Sever jugular veins to drain blood and facilitate slaughtering.
• 03Tend assembly lines, performing a few of the many cuts needed to process a carcass.
• 04Shackle hind legs of animals to raise them for slaughtering or skinning.
• 05Slit open, eviscerate, and trim carcasses of slaughtered animals.
• 06Stun animals prior to slaughtering.
• 07Skin sections of animals or whole animals.
• 08Cut, trim, skin, sort, and wash viscera of slaughtered animals to separate edible portions from offal.
• 09Shave or singe and defeather carcasses, and wash them in preparation for further processing or packaging.
• 10Saw, split, or scribe carcasses into smaller portions to facilitate handling.
• 11Trim head meat, and sever or remove parts of animals' heads or skulls.
• 12Grind meat into hamburger, and into trimmings used to prepare sausages, luncheon meats, and other meat products.

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 Slaughterers and Meat Packers 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 Slaughterers and Meat Packers?

Published research puts Slaughterers and Meat Packers at 20 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 Slaughterers and Meat Packers?

Only partly. Individual estimates for Slaughterers and Meat Packers run from 5 to 57 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 Slaughterers and Meat Packers by score are Cooling and Freezing Equipment Operators and Tenders (20/100), Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic (20/100), and Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders (20/100). Each has its own page with the research behind its number.

Also covers

Animal Killer · Animal Sticker · Animal Stunner · Beef Killer · Beef Splitter · Bitter · Boning Room Worker · Brainer and related titles

More manufacturing occupations

• Cooling and Freezing Equipment Operators and Tenders20/100
• Drilling and Boring Machine Tool Setters, Operators, and Tenders, Metal and Plastic20/100
• Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders20/100
• Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic20/100
• Metal-Refining Furnace Operators and Tenders20/100
• Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic20/100
• Mixing and Blending Machine Setters, Operators, and Tenders20/100
• Model Makers, Metal and Plastic20/100