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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.

  • Sever jugular veins to drain blood and facilitate slaughtering.

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

  • Trim, clean, or cure animal hides.

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

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

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

  • Wrap dressed carcasses or meat cuts.

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

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

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

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

  • Stun animals prior to slaughtering.

  • Skin sections of animals or whole animals.

Technologies & Software

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