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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

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

  • Set up and operate irrigation equipment.

  • 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.

  • Inform farmers or farm managers of crop progress.

  • 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.

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

  • Repair farm buildings, fences, and other structures.

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

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

  • 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 and repair irrigation and climate control systems.

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

  • Sell and deliver plants and flowers to customers.

  • 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.

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

  • Inspect plants and bud ties to assess quality.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Maintain inventory, ordering materials as required.

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

  • Harvest fruits and vegetables by hand.

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

Technologies & Software

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

Alternative Job Titles