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Automation Risk Analysis

Will “Beef Splitter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #333 of 702. Estimated risk: 60.0%

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AI Exposure Risk

12%

“Beef Splitter” will almost certainly not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 12% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

56%

“Beef Splitter” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 56% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Slaughterers and Meat Packers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform nonroutine or precision functions involving the preparation of large portions of meat. Work may include specialized slaughtering tasks, cutting standard or premium cuts of meat for marketing, making sausage, or wrapping meats. Work typically occurs in slaughtering, meat packing, or wholesale establishments.

Avg. Annual Salary $40,710
Avg. Hourly Wage $19.57
Available Jobs (US) 67,500
Job Title & Hierarchy Code (SOC) Slaughterers and Meat Packers #51-3023
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Slaughterers and Meat Packers”

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Core Skills & Abilities

  • Grind meat into hamburger, and into trimmings used to prepare sausages, luncheon meats, and other meat products.

  • Sever jugular veins to drain blood and facilitate slaughtering.

  • Cut, trim, skin, sort, and wash viscera of slaughtered animals to separate edible portions from offal.

  • Trim, clean, or cure animal hides.

  • Tend assembly lines, performing a few of the many cuts needed to process a carcass.

  • Stun animals prior to slaughtering.

  • Remove bones, and cut meat into standard cuts in preparation for marketing.

  • Saw, split, or scribe carcasses into smaller portions to facilitate handling.

  • Slit open, eviscerate, and trim carcasses of slaughtered animals.

  • Shackle hind legs of animals to raise them for slaughtering or skinning.

  • Shave or singe and defeather carcasses, and wash them in preparation for further processing or packaging.

  • Wrap dressed carcasses or meat cuts.

  • Trim head meat, and sever or remove parts of animals' heads or skulls.

  • Skin sections of animals or whole animals.

Technologies & Software

  • Integrated Management Systems Food Connex Cloud
  • Cognex Vision AI
  • ABB AI Robotics
  • Sight Machine AI
  • Traceability software
  • Microsoft Excel
  • AccountMate Software AccountMate
  • RFID software
  • Operating system software
  • Microsoft Office software
  • Second Foundation NaviMeat
  • Siemens Industrial AI
  • Rockwell Automation AI
  • AgInfoLink Meat Inventory Tracking System MITS
  • Package wrapping machines
  • Casing stuffing machines
  • Dehairing machines
  • Carcass branding machines
  • Meat compactors
  • Sharpening steels
  • Radio frequency identification RFID devices
  • Meat grinders
  • Bacon slicers
  • Meat package filling and sealing machines
  • Motorized saws
  • Hoisting equipment
  • Touch screen computers
  • Personal computers
  • Skinning knives
  • Food scales
  • Blast chillers
  • Livestock shackles
  • Label printers
  • Industrial forklifts
  • Meat-cutting bandsaws
  • Meat cleavers
  • Knife sharpeners
  • Slicing machines
  • Meat grading probes
  • Chop cutting machines
  • Shoulder tattooers
  • Butcher knives
  • Shrink wrap meat packing machines
  • Electrical stunning equipment
  • Belt conveyor systems
  • Steak patty machines
  • Food cooling equipment
  • Cubing machines