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Automation Risk Analysis

Will “Certified 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%

“Certified 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%

“Certified 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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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