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Automation Risk Analysis

Will “Lawn Care Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #654 of 702. Estimated risk: 97.0%

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AI Exposure Risk

40%

“Lawn Care Specialist” 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%

“Lawn Care Specialist” 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

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

  • 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.

  • 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.

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

  • 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.

Technologies & Software

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