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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

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

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

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

  • Inform farmers or farm managers of crop progress.

  • 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.

  • Record information about plants and plant growth.

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

  • Sell and deliver plants and flowers to customers.

  • Set up and operate irrigation equipment.

  • Repair farm buildings, fences, and other structures.

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

  • Maintain and repair irrigation and climate control systems.

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

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

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

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

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

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

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

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

  • Harvest fruits and vegetables by hand.

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Maintain inventory, ordering materials as required.

  • Inspect plants and bud ties to assess quality.

Technologies & Software

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

Alternative Job Titles