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Automation Risk Analysis

Will “Grounds Worker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #421 of 702. Estimated risk: 77.0%

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AI Exposure Risk

32%

“Grounds Worker” 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%

“Grounds Worker” 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

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

  • 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.

  • Water, root-feed, and fertilize trees.

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

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

  • Trim jagged stumps, using saws or pruning shears.

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

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

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

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

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

  • 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.

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

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

  • Clean, sharpen, and lubricate tools and equipment.

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

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

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

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

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

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

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

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

Technologies & Software

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