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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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Set up and operate irrigation equipment.

  • Inspect plants and bud ties to assess quality.

  • Maintain and repair irrigation and climate control systems.

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

  • Repair farm buildings, fences, and other structures.

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

  • Maintain inventory, ordering materials as required.

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

  • Harvest fruits and vegetables by hand.

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

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

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

  • Record information about plants and plant growth.

  • Inform farmers or farm managers of crop progress.

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

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

  • Sell and deliver plants and flowers to customers.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles