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Automation Risk Analysis

Will “Vegetable Packer” be Automated?

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AI Exposure Risk

46%

“Vegetable Packer” 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 Packer” 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 fruits and vegetables by hand.

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

  • Set up and operate irrigation equipment.

  • Record information about plants and plant growth.

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

  • Maintain inventory, ordering materials as required.

  • Maintain and repair irrigation and climate control systems.

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

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

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

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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Repair farm buildings, fences, and other structures.

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

  • 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.

  • 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.

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

  • Inspect plants and bud ties to assess quality.

  • Inform farmers or farm managers of crop progress.

  • 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.

Technologies & Software

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

Alternative Job Titles