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Automation Risk Analysis

Will “Groundsman” be Automated?

Historical Context: Oxford Study (2013)

Ranked #421 of 702. Estimated risk: 77.0%

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AI Exposure Risk

32%

“Groundsman” 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 32% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

58%

“Groundsman” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 58% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Tree Trimmers and Pruners, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Using sophisticated climbing and rigging techniques, cut away dead or excess branches from trees or shrubs to maintain right-of-way for roads, sidewalks, or utilities, or to improve appearance, health, and value of tree. Prune or treat trees or shrubs using handsaws, hand pruners, clippers, and power pruners. Works off the ground in the tree canopy and may use truck-mounted lifts.

Avg. Annual Salary $54,970
Avg. Hourly Wage $26.43
Available Jobs (US) 47,870
Job Title & Hierarchy Code (SOC) Tree Trimmers and Pruners #37-3013
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Tree Trimmers and Pruners”

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Core Skills & Abilities

  • Split logs or wooden blocks into bolts, pickets, posts, or stakes, using hand tools such as ax wedges, sledgehammers, and mallets.

  • Collect debris and refuse from tree trimming and removal operations into piles, using shovels, rakes, or other tools.

  • Apply tar or other protective substances to cut surfaces or seal surfaces and to protect them from fungi and insects.

  • Clean, sharpen, and lubricate tools and equipment.

  • Supervise others engaged in tree trimming work and train lower-level employees.

  • Transplant and remove trees and shrubs, and prepare trees for moving.

  • Water, root-feed, and fertilize trees.

  • Provide information to the public regarding trees, such as advice on tree care.

  • Operate shredding and chipping equipment, and feed limbs and brush into the machines.

  • Plan and develop budgets for tree work, and estimate the monetary value of trees.

  • Operate boom trucks, loaders, stump chippers, brush chippers, tractors, power saws, trucks, sprayers, and other equipment and tools.

  • Inspect trees to determine if they have diseases or pest problems.

  • Remove broken limbs from wires, using hooked extension poles.

  • Climb trees, using climbing hooks and belts, or climb ladders to gain access to work areas.

  • Spray trees to treat diseased or unhealthy trees, including mixing chemicals and calibrating spray equipment.

  • Scrape decayed matter from cavities in trees and fill holes with cement to promote healing and to prevent further deterioration.

  • Trim, top, and reshape trees to achieve attractive shapes or to remove low-hanging branches.

  • Prune, cut down, fertilize, and spray trees as directed by tree surgeons.

  • Hoist tools and equipment to tree trimmers, and lower branches with ropes or block and tackle.

  • Cut away dead and excess branches from trees, or clear branches around power lines, using climbing equipment or buckets of extended truck booms, or chainsaws, hooks, handsaws, shears, and clippers.

  • Load debris and refuse onto trucks and haul it away for disposal.

  • Cable, brace, tie, bolt, stake, and guy trees and branches to provide support.

  • Clear sites, streets, and grounds of woody and herbaceous materials, such as tree stumps and fallen trees and limbs.

  • Trim jagged stumps, using saws or pruning shears.

Technologies & Software

  • Lionsbot AI
  • Microsoft Excel
  • Microsoft Word
  • Facebook
  • Microsoft Outlook
  • iRobot
  • Avidbots (Cleaning Robots)
  • Swivel carabiners
  • Brush trucks
  • Non-slip boots
  • Hydraulic stick saws
  • Hand-held grab hooks
  • Hydraulic chemical sprayers
  • Gas hedge trimmers
  • Loader backhoes
  • Stump chippers
  • Cordless power saws
  • Hydraulic pruners
  • Tripod ladders
  • Hedge clippers
  • Soil sampling probes
  • Felling wedges
  • Power pruners
  • Pole pruners
  • Climbing hooks
  • Mist sprayers
  • Truck-mounted lifts
  • Bypass pruners
  • Tree trimming chainsaws
  • Brush chippers
  • Rope blocks
  • Pruning knives
  • Work gloves
  • Safety lanyards
  • Wheeled front-end loaders
  • Hard hats
  • Handheld sprayers
  • Bucket trucks
  • Garden shovels
  • Chipper shredders
  • Work trucks
  • Protective ear muffs
  • Cargo trailers
  • Hacksaws
  • Chipper trucks
  • Protective masks
  • Loppers
  • Protective ear plugs
  • Tree pruning saws
  • Long-handled clippers
  • Chemical mixers
  • Dump trucks
  • Pole saws
  • Root pruners
  • Tree climbing spikes
  • Agricultural augers
  • Hand pruners
  • Boom trucks
  • Protective safety glasses
  • Limbing axes
  • Measuring tapes
  • Tree climbing saddles
  • Pole ladders