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Automation Risk Analysis

Will “Golf Course Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #323 of 702. Estimated risk: 57.0%

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AI Exposure Risk

46%

“Golf Course Manager” 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 46% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

57%

“Golf Course Manager” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 57% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Directly supervise and coordinate activities of workers engaged in landscaping or groundskeeping activities. Work may involve reviewing contracts to ascertain service, machine, and workforce requirements; answering inquiries from potential customers regarding methods, material, and price ranges; and preparing estimates according to labor, material, and machine costs.

Avg. Annual Salary $59,380
Avg. Hourly Wage $28.55
Available Jobs (US) 124,130
Job Title & Hierarchy Code (SOC) First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers #37-1012
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “First-Line Supervisors of Landscaping, Lawn Service, and Groundskeeping Workers”

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Core Skills & Abilities

  • Establish and enforce operating procedures and work standards that will ensure adequate performance and personnel safety.

  • Confer with other supervisors to coordinate work activities with those of other departments or units.

  • Prepare service estimates based on labor, material, and machine costs and maintain budgets for individual projects.

  • Maintain required records, such as personnel information or project records.

  • Direct or assist workers engaged in the maintenance or repair of equipment, such as power tools or motorized equipment.

  • Confer with managers or landscape architects to develop plans or schedules for landscaping maintenance or improvement.

  • Design or supervise the installation of sprinkler systems, calculating water pressure, or valve and pipe coverage needs.

  • Perform personnel-related activities, such as hiring workers, evaluating staff performance, or taking disciplinary actions when performance problems occur.

  • Negotiate with customers regarding fees for landscaping, lawn service, or groundskeeping work.

  • Inspect completed work to ensure conformance to specifications, standards, and contract requirements.

  • Identify diseases or pests affecting landscaping and order appropriate treatments.

  • Order the performance of corrective work when problems occur and recommend procedural changes to avoid such problems.

  • Install or maintain landscaped areas, performing tasks such as removing snow, pouring cement curbs, or repairing sidewalks.

  • Inventory supplies of tools, equipment, or materials to ensure that sufficient supplies are available and items are in usable condition.

  • Direct or perform mixing or application of fertilizers, insecticides, herbicides, or fungicides.

  • Tour grounds, such as parks, botanical gardens, cemeteries, or golf courses, to inspect conditions of plants and soil.

  • Monitor project activities to ensure that instructions are followed, deadlines are met, and schedules are maintained.

  • Schedule work for crews, depending on work priorities, crew or equipment availability, or weather conditions.

  • Answer inquiries from current or prospective customers regarding methods, materials, or price ranges.

  • Investigate work-related complaints to verify problems and to determine responses.

  • Train workers in tasks such as transplanting or pruning trees or shrubs, finishing cement, using equipment, or caring for turf.

  • Perform administrative duties, such as authorizing leaves or processing time sheets.

  • Direct activities of workers who perform duties, such as landscaping, cultivating lawns, or pruning trees and shrubs.

  • Review contracts or work assignments to determine service, machine, or workforce requirements for jobs.

  • Recommend changes in working conditions or equipment used to increase crew efficiency.

  • Prepare or maintain required records, such as work activity or personnel reports.

  • Plant or maintain vegetation through activities such as mulching, fertilizing, watering, mowing, or pruning.

  • Provide workers with assistance in performing duties as necessary to meet deadlines.

Technologies & Software

  • Microsoft Word
  • Microsoft Outlook
  • Inventory management software
  • Work order software
  • Microsoft PowerPoint
  • Avidbots (Cleaning Robots)
  • Payroll software
  • Microsoft Office software
  • Facebook
  • Microsoft Excel
  • iRobot
  • Lionsbot AI
  • Rototillers
  • Farm tractors
  • Grease guns
  • Gardening hoes
  • Desktop computers
  • Hedge trimmers
  • Tractors with backhoe attachments
  • Chainsaws
  • Fertilizer spreaders
  • Forklifts
  • Leaf blowers
  • Snowplows
  • Light pickup trucks
  • Pick axes
  • Lawn sprinklers
  • Pressure washers
  • Trenchers
  • Hand saws
  • Equipment trailers
  • Wheel loaders
  • Tractor disc attachments
  • Mattocks
  • Pruning saws
  • Cordless drills
  • Multi-line telephone systems
  • Skid steer loaders
  • Riding mowers
  • Adjustable widemouth pliers
  • Bed shapers
  • Straight screwdrivers
  • Dump trucks
  • Leaf rakes
  • Measuring wheels
  • Two way radios
  • Adjustable hand wrenches
  • Spades
  • Laser levels
  • String trimmers
  • Pitchforks
  • Landscape rakes
  • Claw hammers
  • Seed distributors
  • Personal computers
  • Bucket trucks
  • Skip loaders
  • Gardening shovels
  • Socket wrench sets
  • Brick cutters
  • Push mowers
  • Herbicide sprayers
  • Tractor mowing decks
  • Garden spades
  • Wheelbarrows
  • Insecticide sprayers
  • Sidewalk sweepers
  • Phillips head screwdrivers
  • Outdoor vacuums
  • Rakes
  • Weed whackers