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Automation Risk Analysis

Will “Horticultural Farmworker” be Automated?

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AI Exposure Risk

46%

“Horticultural Farmworker” 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 Farmworker” 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, rake, and screen soil, filling cold frames and hot beds in preparation for planting.

  • Inspect plants and bud ties to assess quality.

  • Sell and deliver plants and flowers to customers.

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

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

  • Inform farmers or farm managers of crop progress.

  • Set up and operate irrigation equipment.

  • Maintain and repair irrigation and climate control systems.

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

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

  • Harvest fruits and vegetables by hand.

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

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

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

  • Repair farm buildings, fences, and other structures.

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

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

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

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

  • Record information about plants and plant growth.

  • Maintain inventory, ordering materials as required.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

Technologies & Software

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

Alternative Job Titles