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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

  • Inform farmers or farm managers of crop progress.

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Record information about plants and plant growth.

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

  • 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.

  • Maintain inventory, ordering materials as required.

  • 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.

  • 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.

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

  • Maintain and repair irrigation and climate control systems.

  • Repair farm buildings, fences, and other structures.

  • Set up and operate irrigation equipment.

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

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

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

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

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

  • Harvest fruits and vegetables by hand.

  • Inspect plants and bud ties to assess quality.

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

  • 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.

Technologies & Software

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

Alternative Job Titles