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Automation Risk Analysis

Will “Weed Controller” be Automated?

Historical Context: Oxford Study (2013)

Ranked #654 of 702. Estimated risk: 97.0%

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AI Exposure Risk

40%

“Weed Controller” 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%

“Weed Controller” 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.

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

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

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

  • 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.

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

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

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

Technologies & Software

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