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Automation Risk Analysis

Will “Vegetable Buncher” be Automated?

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AI Exposure Risk

46%

“Vegetable Buncher” 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%

“Vegetable Buncher” 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 plants, and transplant or pot and label them.

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Set up and operate irrigation equipment.

  • Sell and deliver plants and flowers to customers.

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

  • Harvest fruits and vegetables by hand.

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

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

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

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

  • 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.

  • 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.

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Maintain and repair irrigation and climate control systems.

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

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

  • Inspect plants and bud ties to assess quality.

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

  • Maintain inventory, ordering materials as required.

Technologies & Software

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

Alternative Job Titles