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Automation Risk Analysis

Will “Vegetable Loader” be Automated?

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AI Exposure Risk

46%

“Vegetable Loader” 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 Loader” 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

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

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

  • Inspect plants and bud ties to assess quality.

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Sell and deliver plants and flowers to customers.

  • Harvest fruits and vegetables by hand.

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

  • Record information about plants and plant growth.

  • Maintain inventory, ordering materials as required.

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

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

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

  • Repair farm buildings, fences, and other structures.

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

  • Set up and operate irrigation equipment.

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

Technologies & Software

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

Alternative Job Titles