Will meat trimmers be replaced by AI?
Updated
Meat trimmers score 16 of 100 for AI exposure. 88% of their task time still needs a person. AI speeds up the other 12%.
- 12% AI helps
- 88% Needs a person
Low exposure
Lower than 87% of the 923 occupations we scored.
Task by task
We graded 12 tasks, listed here from most to least exposed. AI can't do any of them end to end yet. It speeds up 1 and leaves 11 to people.
| Task | AI exposure |
|---|---|
| Weigh meats and tag containers for weight and contents. Weighing is physical; label printing and records are automatable. | 30% AI helps |
| Prepare ready-to-heat foods by filleting meat or fish or cutting it into bite-sized pieces, preparing and adding vegetables or applying sauces or breading. Filleting and breading need hands; recipe planning can be assisted. | 13% Needs a person |
| Obtain and distribute specified meat or carcass. Moving carcasses is physical; order paperwork could be assisted. | 12% Needs a person |
| Produce hamburger meat and meat trimmings. Grinding is physical; fat ratio math could be software aided. | 11% Needs a person |
| Inspect meat products for defects, bruises or blemishes and remove them along with any excess fat. Visual defect checks could be aided, but trimming needs hands. | 10% Needs a person |
| Separate meats and byproducts into specified containers and seal containers. Physical sorting and sealing of containers; minimal software role. | 9% Needs a person |
| Process primal parts into cuts that are ready for retail use. Physical primal breakdown into retail cuts with knives and saws. | 7% Needs a person |
| Use knives, cleavers, meat saws, bandsaws, or other equipment to perform meat cutting and trimming. Physical knife and saw work needs hands and skill. | 6% Needs a person |
| Cut and trim meat to prepare for packing. Knife trimming meat is physical work beyond AI capability. | 5% Needs a person |
| Clean and salt hides. Salting and cleaning hides is manual physical work. | 4% Needs a person |
| Clean, trim, slice, and section carcasses for future processing. Carcass sectioning is physical work with knives and saws. | 3% Needs a person |
| Remove parts, such as skin, feathers, scales or bones, from carcass. Removing skin, feathers, and bones is manual physical work. | 2% Needs a person |
How meat trimmers compare
All occupations (923)
Production (107)
Pay and outlook in the US
- Median pay
- $38,300 a year, May 2025
- People employed
- 145,700 in the US, May 2025
- Projected change in jobs
- +5.7% from 2024 to 2034
Skills to build
- Trim and section primal cuts with knife and bandsaw
- Remove skin, feathers, scales and bones manually
- Set fat ratio and yield targets in Microsoft Excel
- Log weight tags and inventory counts in Meat inventory software
- Match cut specs to customer orders in Sales software
- Pull supplier spec sheets through Web browser software
Safer roles nearby
A related occupation with a lower score.
Questions about meat trimmers and AI
Will AI replace meat trimmers?
Unlikely. About 1 in 10 working hours go to tasks AI can already do, mostly weighing and tagging containers and recipe planning for ready-to-heat foods. Cutting, trimming and filleting stay with people because they need hands, blade skill and a close look at each piece of meat.
Which tasks are AI taking over for meat trimmers?
Weighing and tagging containers is the most exposed task, with an exposure score of 30, because label printing and weight records are automatable while the scale work stays physical. Recipe planning for ready-to-heat foods, scored 13, and carcass order paperwork, scored 12, are moving into software as well.
Which meat trimmer tasks stay human?
Removing skin, feathers, scales and bones scores 2 on exposure, the lowest in the job, because it is manual work with knives and hands. Knife trimming scores 5 and primal breakdown into retail cuts scores 7, so these tasks stay with people on the line.
How can meat trimmers stay valuable?
Learn the yield and fat ratio numbers that software now produces, starting with Meat inventory software for weight tags and Microsoft Excel for yield math. Keep knife and bandsaw skill sharp on primal breakdown, since that work needs hands. Use Sales software to match cut specs to customer orders.
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