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Automation Risk Analysis

Will “Lawn 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 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 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

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

  • 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.

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

  • 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.

  • 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.

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

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

Technologies & Software

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