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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

  • 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.

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

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

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

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

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

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

  • 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.

Technologies & Software

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