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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

  • Harvest fruits and vegetables by hand.

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

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

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

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

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

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

  • Inspect plants and bud ties to assess quality.

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

  • Maintain inventory, ordering materials as required.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Repair farm buildings, fences, and other structures.

  • Maintain and repair irrigation and climate control systems.

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

  • Sell and deliver plants and flowers to customers.

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

  • Set up and operate irrigation equipment.

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

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

  • Record information about plants and plant growth.

Technologies & Software

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

Alternative Job Titles