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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

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

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

  • Set up and operate irrigation equipment.

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

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

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

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

  • Sell and deliver plants and flowers to customers.

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

  • Repair farm buildings, fences, and other structures.

  • Inform farmers or farm managers of crop progress.

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

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

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

  • Record information about plants and plant growth.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Maintain and repair irrigation and climate control systems.

  • Inspect plants and bud ties to assess quality.

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

  • Harvest fruits and vegetables by hand.

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

  • Maintain inventory, ordering materials as required.

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

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

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

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

Technologies & Software

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

Alternative Job Titles