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Automation Risk Analysis

Will “Bitter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #333 of 702. Estimated risk: 60.0%

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AI Exposure Risk

12%

“Bitter” 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%

“Bitter” 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

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

  • Stun animals prior to slaughtering.

  • Trim, clean, or cure animal hides.

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

  • 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.

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

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

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

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

  • 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.

  • Skin sections of animals or whole animals.

Technologies & Software

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