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Automation Risk Analysis

Will “Gardener” be Automated?

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AI Exposure Risk

46%

“Gardener” 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 46% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

56%

“Gardener” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 56% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Farmworkers and Laborers, Crop, Nursery, and Greenhouse, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Manually plant, cultivate, and harvest vegetables, fruits, nuts, horticultural specialties, and field crops. Use hand tools, such as shovels, trowels, hoes, tampers, pruning hooks, shears, and knives. Duties may include tilling soil and applying fertilizers; transplanting, weeding, thinning, or pruning crops; applying pesticides; or cleaning, grading, sorting, packing, and loading harvested products. May construct trellises, repair fences and farm buildings, or participate in irrigation activities.

Avg. Annual Salary $37,850
Avg. Hourly Wage $18.20
Available Jobs (US) 261,690
Job Title & Hierarchy Code (SOC) Farmworkers and Laborers, Crop, Nursery, and Greenhouse #45-2092
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Farmworkers and Laborers, Crop, Nursery, and Greenhouse”

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Core Skills & Abilities

  • Maintain inventory, ordering materials as required.

  • Inspect plants and bud ties to assess quality.

  • Plant, spray, weed, fertilize, water, and prune plants, shrubs, and trees, using gardening tools.

  • Record information about plants and plant growth.

  • Feel plants' leaves and note their coloring to detect the presence of insects or disease.

  • Identify plants, pests, and weeds to determine the selection and application of pesticides and fertilizers.

  • Repair farm buildings, fences, and other structures.

  • Clean work areas, and maintain grounds and landscaping.

  • Dig, cut, and transplant seedlings, cuttings, trees, and shrubs.

  • Inform farmers or farm managers of crop progress.

  • Repair and maintain farm vehicles, implements, and mechanical equipment.

  • Operate tractors, tractor-drawn machinery, and self-propelled machinery to plow, harrow and fertilize soil, or to plant, cultivate, spray and harvest crops.

  • Provide information and advice to the public regarding the selection, purchase, and care of products.

  • Tie and bunch flowers, plants, shrubs, and trees, wrap their roots, and pack them into boxes to fill orders.

  • Load agricultural products into trucks, and drive trucks to market or storage facilities.

  • Set up and operate irrigation equipment.

  • Maintain and repair irrigation and climate control systems.

  • Record information about crops, such as pesticide use, yields, or costs.

  • Haul and spread topsoil, fertilizer, peat moss, and other materials to condition soil, using wheelbarrows or carts and shovels.

  • Sell and deliver plants and flowers to customers.

  • Harvest plants, and transplant or pot and label them.

  • Direct and monitor the work of casual and seasonal help during planting and harvesting.

  • Regulate greenhouse conditions, and indoor and outdoor irrigation systems.

  • Participate in the inspection, grading, sorting, storage, and post-harvest treatment of crops.

  • Harvest fruits and vegetables by hand.

  • Move containerized shrubs, plants, and trees, using wheelbarrows or tractors.

  • Dig, rake, and screen soil, filling cold frames and hot beds in preparation for planting.

Technologies & Software

  • Global positioning system GPS software
  • IBM Lotus Notes
  • Microsoft Outlook
  • John Deere AI
  • Farm Works Software Trac
  • Taranis AI
  • Climate FieldView
  • Web browser software
  • Microsoft Word
  • Microsoft Excel
  • Microsoft Office software
  • Blue River Technology AI
  • Microsoft PowerPoint
  • BCL Landview Systems WinCrop
  • Sledgehammers
  • Siphon proportioners
  • Bench grafting knives
  • Nail hammers
  • Pruning knives
  • Drafting compasses
  • Grafting knives
  • Fruit pruners
  • Portable electric drills
  • Detasselers
  • Battery booster cables
  • Socket wrench sets
  • Root pruning scissors
  • Soil augers
  • Seed drills
  • Geodetic ground global positioning system GPS receivers
  • Anvil pruners
  • Hoes
  • Oscillating sprinklers
  • Garden spading forks
  • Safety goggles
  • Tie tape machines
  • Humidity systems
  • Post hole diggers
  • Feed conveyors
  • Hay rakes
  • Drop spreaders
  • Tree marking guns
  • Drip emitters
  • Bed rollers
  • Floral snips
  • Power hedge trimmers
  • Garden spades
  • Phillips head screwdrivers
  • Pipe trailers
  • Hand held sprayers
  • Garden cultivators
  • Rotary spreaders
  • Spray suits
  • Power drills
  • Transplanters
  • Wheelbarrows
  • Soil thermometers
  • Houseplant shears
  • Rotary tillers
  • Microtip snips
  • Portable generators
  • Tractors
  • Paint application brushes
  • Slotted screwdrivers
  • Pruning saws
  • Field forklifts
  • Sand spreaders
  • Stake drivers
  • Utility knives
  • Step ladders
  • Canister gas masks
  • Planting augers
  • Tube cutters
  • Bulb planters
  • Desktop computers
  • Putty knives
  • Wood chisels
  • Tractor-trailers
  • Soybean harvesters
  • Garden dusters
  • Chain saws
  • Disk tillage equipment
  • Soil cultivators
  • Forklifts
  • Thorn strippers
  • Portable battery chargers
  • Pressure washers
  • Carbon dioxide systems
  • Hatchets
  • Vertical mowers
  • Cargo trucks
  • Funnels
  • Grease guns
  • Straight screwdrivers
  • Pruning sticks
  • String trimmers
  • Tree diameter tapes
  • Rubber mallets
  • Pruning shears
  • Compressed air sprayers
  • Handtrucks
  • Field watering systems
  • Pole pruners
  • Hacksaws
  • Adjustable hand wrenches
  • Fertilizer spreaders
  • Dust masks
  • Crop planters
  • Hedge shears
  • Measuring wheels
  • Loppers
  • Grain trucks
  • Combine harvesters
  • Soil pH meters
  • Fruit budding knives
  • Pesticide sprayers
  • Trowels
  • Bed formers
  • Bow saws
  • Soil sampling tubes
  • Garden bow rakes
  • Dump trucks
  • Hook-and-blade pruners
  • Staple guns
  • Chain saw sharpeners
  • Claw hammers
  • Greenhouse irrigation systems
  • Hand drills
  • Garden hand seeders
  • Leaf rakes
  • Air compressors
  • Corn pickers
  • Sharpening stones
  • Handheld calculators
  • Respirators
  • Paint application sprayers
  • Seed dryers
  • Laptop computers
  • Houseplant snips
  • Rose budding knives
  • Grass shears
  • Haybines
  • Mole grips
  • Open end wrenches
  • Garden hoes
  • Increment borers
  • Threshers
  • Battery power testers
  • Power blowers
  • Hose-end sprayers
  • Reel mowers
  • Hand tallies
  • Tree scale sticks
  • Measuring rules
  • Tree feeding augers
  • Fertilizer injectors
  • Tree planting bars
  • Multipurpose tractors
  • Round point shovels
  • Humidifiers
  • Greenhouse ventilation systems
  • Pickup trucks
  • All terrain vehicles ATV
  • Power saws
  • Indoor/outdoor thermometers
  • Knife sharpeners
  • Seed tumblers
  • Shovels
  • Arborist saws
  • Drum rollers
  • Hanging spring scales
  • Rotary mowers
  • Measuring tapes
  • Transplanting trowels
  • Digital levels
  • Mattocks
  • Tree calipers
  • Screen separators
  • Pick axes
  • Hay balers
  • Hydromulchers
  • Mulch spreaders
  • Plows
  • Adjustable widemouth pliers
  • Hand trucks
  • Allen wrenches
  • Budding knives
  • Wrecking bars
  • Soil moisture meters
  • Digital calipers
  • Long arm pruners
  • Compass saws
  • Square point shovels
  • Impulse sprinklers

Alternative Job Titles