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Automation Risk Analysis

Will “Brainer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #333 of 702. Estimated risk: 60.0%

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AI Exposure Risk

12%

“Brainer” 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%

“Brainer” 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

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

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

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

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

  • Stun animals prior to slaughtering.

  • Sever jugular veins to drain blood and facilitate slaughtering.

  • Wrap dressed carcasses or meat cuts.

  • Skin sections of animals or whole animals.

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

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

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

  • Trim, clean, or cure animal hides.

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

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

Technologies & Software

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