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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

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

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

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

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

  • Clean, sharpen, and lubricate tools and equipment.

  • 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.

  • 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.

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

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

  • 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.

  • Trim jagged stumps, using saws or pruning shears.

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

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

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

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

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

  • Water, root-feed, and fertilize trees.

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

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

Technologies & Software

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