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Automation Risk Analysis

Will “Fruit Sorter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #274 of 702. Estimated risk: 41.0%

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AI Exposure Risk

49%

“Fruit Sorter” will probably 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 49% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

55%

“Fruit Sorter” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 55% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Graders and Sorters, Agricultural Products, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Grade, sort, or classify unprocessed food and other agricultural products by size, weight, color, or condition.

Avg. Annual Salary $36,080
Avg. Hourly Wage $17.34
Available Jobs (US) 26,870
Job Title & Hierarchy Code (SOC) Graders and Sorters, Agricultural Products #45-2041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Graders and Sorters, Agricultural Products”

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Related Occupations & Automation Risk

Agricultural Inspectors

AI Risk 53%
Robot Risk 48%

First-Line Supervisors of Farming, Fishing, and Forestry Workers

AI Risk 53%
Robot Risk 54%

Log Graders and Scalers

AI Risk 53%
Robot Risk 55%

Farmworkers, Farm, Ranch, and Aquacultural Animals

AI Risk 52%
Robot Risk 51%

Forest and Conservation Workers

AI Risk 51%
Robot Risk 51%

Agricultural Equipment Operators

AI Risk 50%
Robot Risk 51%

Core Skills & Abilities

  • Grade and sort products according to factors such as color, species, length, width, appearance, feel, smell, and quality to ensure correct processing and usage.

  • Weigh products or estimate their weight, visually or by feel.

  • Discard inferior or defective products or foreign matter, and place acceptable products in containers for further processing.

  • Place products in containers according to grade and mark grades on containers.

  • Record grade or identification numbers on tags or on shipping, receiving, or sales sheets.

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  • Electronic penetrometers
  • Digital surface thermometers
  • Probes
  • Paddle sorters
  • Deformation testers
  • Utility knives
  • Grape sizers
  • Seed graders
  • Digital refractometers
  • Crate openers
  • General purpose sizers
  • Firmness testers
  • Kick sorters
  • Binocular light compound microscopes
  • Diameter sorting machines
  • Optical reflectometers
  • 6-inch plastic calipers
  • 12-inch aluminum Kemper calipers
  • Color sorters
  • Vibrating screens
  • Indented cylinder graders
  • Overhead diverters
  • Digital cameras
  • Drag conveyors
  • Overhead weighing systems
  • Apple corers
  • Belt conveyors
  • Garlic presses
  • Potato sizers
  • Specific gravity separators
  • Peanut triers
  • Tomato sizers
  • Weight sorting machines
  • Digital calipers
  • Rotary sifters
  • Shape sorting machines
  • Onion sizers
  • Cherry sizers
  • Diverter samplers
  • Cross belt sorters
  • Meat probes

Alternative Job Titles