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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

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

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

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

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

  • 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.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Repair farm buildings, fences, and other structures.

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

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

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

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

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

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

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

  • Harvest fruits and vegetables by hand.

  • Record information about plants and plant growth.

  • Maintain and repair irrigation and climate control systems.

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

  • Inform farmers or farm managers of crop progress.

  • 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.

  • Maintain inventory, ordering materials as required.

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

  • Sell and deliver plants and flowers to customers.

  • Inspect plants and bud ties to assess quality.

Technologies & Software

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

Alternative Job Titles