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Automation Risk Analysis

Will “Custom Applicator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #654 of 702. Estimated risk: 97.0%

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AI Exposure Risk

40%

“Custom 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%

“Custom 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

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

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

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

  • 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.

  • 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.

  • 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.

Technologies & Software

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