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Automation Risk Analysis

Will “Horticultural Specialty Grower” be Automated?

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AI Exposure Risk

46%

“Horticultural Specialty Grower” 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 Specialty Grower” 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.

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

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

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

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

  • Set up and operate irrigation equipment.

  • Repair farm buildings, fences, and other structures.

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • Harvest fruits and vegetables by hand.

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

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

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

  • Record information about plants and plant growth.

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

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

  • Maintain inventory, ordering materials as required.

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

  • Inform farmers or farm managers of crop progress.

  • Inspect plants and bud ties to assess quality.

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

Technologies & Software

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

Alternative Job Titles