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Automation Risk Analysis

Will “Horticultural Worker” be Automated?

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AI Exposure Risk

46%

“Horticultural Worker” 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%

“Horticultural Worker” 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

  • Sell and deliver plants and flowers to customers.

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

  • Harvest fruits and vegetables by hand.

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

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

  • Maintain inventory, ordering materials as required.

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

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

  • Inform farmers or farm managers of crop progress.

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

  • Maintain and repair irrigation and climate control systems.

  • 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.

  • Inspect plants and bud ties to assess quality.

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

  • 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.

  • Record information about plants and plant growth.

  • Repair farm buildings, fences, and other structures.

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

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

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

  • Set up and operate irrigation equipment.

  • Clean work areas, and maintain grounds and landscaping.

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

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

Technologies & Software

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

Alternative Job Titles