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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

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

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

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • Repair farm buildings, fences, and other structures.

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

  • Clean work areas, and maintain grounds and landscaping.

  • Harvest fruits and vegetables by hand.

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

  • Record information about plants and plant growth.

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

  • Sell and deliver plants and flowers to customers.

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

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

  • Maintain inventory, ordering materials as required.

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

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

  • Inspect plants and bud ties to assess quality.

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

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

  • Inform farmers or farm managers of crop progress.

  • Set up and operate irrigation equipment.

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

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

Technologies & Software

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

Alternative Job Titles