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Automation Risk Analysis

Will “Grape Pruner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #421 of 702. Estimated risk: 77.0%

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AI Exposure Risk

32%

“Grape Pruner” 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%

“Grape Pruner” 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 shredding and chipping equipment, and feed limbs and brush into the machines.

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

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

  • 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.

  • Clean, sharpen, and lubricate tools and equipment.

  • Water, root-feed, and fertilize trees.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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