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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

  • Skin sections of animals or whole animals.

  • Wrap dressed carcasses or meat cuts.

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

  • 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.

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

  • Stun animals prior to slaughtering.

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

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

  • 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.

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

  • Trim, clean, or cure animal hides.

Technologies & Software

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