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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

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

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

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

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

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

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

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

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

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

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

  • Clean, sharpen, and lubricate tools and equipment.

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

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

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

  • 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.

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

  • Water, root-feed, and fertilize trees.

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

  • Trim jagged stumps, using saws or pruning shears.

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

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

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

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

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

Technologies & Software

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