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Automation Risk Analysis

Will “Pesticide Applicator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #654 of 702. Estimated risk: 97.0%

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AI Exposure Risk

40%

“Pesticide Applicator” 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%

“Pesticide Applicator” 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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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