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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

  • Record information about plants and plant growth.

  • Clean work areas, and maintain grounds and landscaping.

  • 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.

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

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

  • Harvest fruits and vegetables by hand.

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

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

  • Inform farmers or farm managers of crop progress.

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

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

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

  • Maintain inventory, ordering materials as required.

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Inspect plants and bud ties to assess quality.

  • Repair farm buildings, fences, and other structures.

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

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

  • 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.

  • Set up and operate irrigation equipment.

  • Sell and deliver plants and flowers to customers.

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

Technologies & Software

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

Alternative Job Titles