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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

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

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

  • Record information about plants and plant growth.

  • 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.

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

  • Set up and operate irrigation equipment.

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

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

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

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

  • Maintain inventory, ordering materials as required.

  • 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.

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

  • Sell and deliver plants and flowers to customers.

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

  • Harvest fruits and vegetables by hand.

  • Inform farmers or farm managers of crop progress.

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

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

  • Maintain and repair irrigation and climate control systems.

  • 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.

  • Clean work areas, and maintain grounds and landscaping.

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

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

Technologies & Software

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

Alternative Job Titles