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Automation Risk Analysis

Will “Vegetable Tier” be Automated?

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AI Exposure Risk

46%

“Vegetable Tier” 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 Tier” 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

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

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

  • 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.

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

  • Maintain inventory, ordering materials as required.

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

  • Harvest fruits and vegetables by hand.

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

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

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

  • Set up and operate irrigation equipment.

  • Record information about plants and plant growth.

  • Inform farmers or farm managers of crop progress.

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Inspect plants and bud ties to assess quality.

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

  • Sell and deliver plants and flowers to customers.

  • 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.

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

Technologies & Software

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

Alternative Job Titles