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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

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

  • Harvest fruits and vegetables by hand.

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

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

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

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

  • Inspect plants and bud ties to assess quality.

  • Repair farm buildings, fences, and other structures.

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

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

  • Record information about plants and plant growth.

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Maintain inventory, ordering materials as required.

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • 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.

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

  • Set up and operate irrigation equipment.

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

  • Sell and deliver plants and flowers to customers.

Technologies & Software

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

Alternative Job Titles