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Automation Risk Analysis

Will “Tree and Shrub Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #654 of 702. Estimated risk: 97.0%

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AI Exposure Risk

40%

“Tree and Shrub Worker” 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%

“Tree and Shrub Worker” 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

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

  • 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.

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

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

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

  • 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.

  • 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.

Technologies & Software

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