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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

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

  • Set up and operate irrigation equipment.

  • Inform farmers or farm managers of crop progress.

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

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

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

  • Maintain inventory, ordering materials as required.

  • Inspect plants and bud ties to assess quality.

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • Harvest fruits and vegetables by hand.

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

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

  • Sell and deliver plants and flowers to customers.

  • Repair farm buildings, fences, and other structures.

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

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

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

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

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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Record information about plants and plant growth.

Technologies & Software

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

Alternative Job Titles