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Automation Risk Analysis

Will “Fruit Sprayer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #654 of 702. Estimated risk: 97.0%

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AI Exposure Risk

40%

“Fruit Sprayer” 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 40% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Fruit Sprayer” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Pesticide Handlers, Sprayers, and Applicators, Vegetation, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Mix or apply pesticides, herbicides, fungicides, or insecticides through sprays, dusts, vapors, soil incorporation, or chemical application on trees, shrubs, lawns, or crops. Usually requires specific training and state or federal certification.

Avg. Annual Salary $45,960
Avg. Hourly Wage $22.10
Available Jobs (US) 25,200
Job Title & Hierarchy Code (SOC) Pesticide Handlers, Sprayers, and Applicators, Vegetation #37-3012
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Pesticide Handlers, Sprayers, and Applicators, Vegetation”

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Core Skills & Abilities

  • Identify lawn or plant diseases to determine the appropriate course of treatment.

  • Mix pesticides, herbicides, or fungicides for application to trees, shrubs, lawns, or botanical crops.

  • Lift, push, and swing nozzles, hoses, and tubes to direct spray over designated areas.

  • Connect hoses and nozzles selected according to terrain, distribution pattern requirements, types of infestations, and velocities.

  • Clean or service machinery to ensure operating efficiency, using water, gasoline, lubricants, or hand tools.

  • Plant grass with seed spreaders, and operate straw blowers to cover seeded areas with mixtures of asphalt and straw.

  • Fill sprayer tanks with water and chemicals, according to formulas.

  • Cover areas to specified depths with pesticides, applying knowledge of weather conditions, droplet sizes, elevation-to-distance ratios, and obstructions.

  • Provide driving instructions to truck drivers to ensure complete coverage of designated areas, using hand and horn signals.

  • Start motors and engage machinery, such as sprayer agitators or pumps or portable spray equipment.

Technologies & Software

  • iRobot
  • Facebook
  • Google Android
  • Microsoft Office software
  • Microsoft Outlook
  • Microsoft Excel
  • Avidbots (Cleaning Robots)
  • Rate calculation software
  • Materials inventory software
  • Lionsbot AI
  • Geographic information system GIS systems
  • Customer database software
  • Unit conversion software
  • Protective safety glasses
  • Digital flowmeters
  • Personal computers
  • Measuring containers
  • Air purifying respirators
  • Tablet computers
  • Mechanical aerosol generators
  • Chemical-resistant footwear
  • Thermal foggers
  • Safety goggles
  • Chemical-resistant suits
  • Seed spreaders
  • Measuring tapes
  • Handheld pump sprayers
  • Protective face shields
  • Backpack sprayers
  • Broadcast boom sprayers
  • Boom sprayers
  • Face masks
  • Power sprayers
  • Electrostatic spray guns
  • Digital stopwatches
  • Laptop computers
  • Chemical protection gloves
  • Cold foggers
  • Truck mounted sprayers