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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

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

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

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

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

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

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

  • Set up and operate irrigation equipment.

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

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

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

  • 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.

  • Inform farmers or farm managers of crop progress.

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

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

  • Harvest fruits and vegetables by hand.

  • Sell and deliver plants and flowers to customers.

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

  • Maintain and repair irrigation and climate control systems.

  • Record information about plants and plant growth.

  • Repair farm buildings, fences, and other structures.

  • Maintain inventory, ordering materials as required.

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

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

  • Inspect plants and bud ties to assess quality.

  • Clean work areas, and maintain grounds and landscaping.

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

Technologies & Software

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

Alternative Job Titles