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Home/Compare/Farmworkers, Farm, Ranch, and Aquacultural Animals vs Log Graders and Scalers

AI Risk Comparison

Farmworkers, Farm, Ranch, and Aquacultural Animals vs Log Graders and Scalers

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Log Graders and Scalers
Higher risk
Farmworkers, Farm, Ranch, and Aquacultural Animals
Risk gap
7 points
Agriculture & ForestryO*NET: 45-2093.00

Farmworkers, Farm, Ranch, and Aquacultural Animals

Attend to live farm, ranch, open range or aquacultural animals that may include cattle, sheep, swine, goats, horses and other equines, poultry, rabbits, finfish, shellfish, and bees. Attend to animals produced for animal products, such as meat, fur, skins, feathers, eggs, milk, and honey. Duties may include feeding, watering, herding, grazing, milking, castrating, branding, de-beaking, weighing, catching, and loading animals. May maintain records on animals; examine animals to detect diseases and injuries; assist in birth deliveries; and administer medications, vaccinations, or insecticides as appropriate. May clean and maintain animal housing areas. Includes workers who shear wool from sheep and collect eggs in hatcheries.

AI Risk Score

78/100
High

High risk: many core tasks are exposed to automation.

Automation factors

  • Feed and water livestock and monitor food and water supplies.
  • Monitoring Processes, Materials, or Surroundings
  • Documenting/Recording Information
  • Estimating the Quantifiable Characteristics of Products, Events, or Information

Top skills

Critical Thinking3.38/5
Monitoring3.25/5
Active Listening3.12/5
Operations Monitoring3.12/5
Operation and Control3.12/5

Recommended career pivots

Agriculture & ForestryO*NET: 45-4023.00

Log Graders and Scalers

Grade logs or estimate the marketable content or value of logs or pulpwood in sorting yards, millpond, log deck, or similar locations. Inspect logs for defects or measure logs to determine volume.

AI Risk Score

71/100
High

High risk: many core tasks are exposed to automation.

Automation factors

  • Evaluate log characteristics and determine grades, using established criteria.
  • Record data about individual trees or load volumes into tally books or hand-held collection terminals.
  • Measure felled logs or loads of pulpwood to calculate volume, weight, dimensions, and marketable value, using measuring devices and conversion tables.
  • Documenting/Recording Information
  • Estimating the Quantifiable Characteristics of Products, Events, or Information

Top skills

Active Listening3.25/5
Critical Thinking3.25/5
Speaking3.12/5
Writing3.00/5
Active Learning3.00/5

Recommended career pivots

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