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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

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

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

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

  • Trim, clean, or cure animal hides.

  • Stun animals prior to slaughtering.

  • Sever jugular veins to drain blood and facilitate slaughtering.

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

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

  • Skin sections of animals or whole animals.

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

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

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

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

  • Wrap dressed carcasses or meat cuts.

Technologies & Software

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