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Automation Risk Analysis

Will “Vegetable Grower” be Automated?

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AI Exposure Risk

46%

“Vegetable Grower” 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 Grower” 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

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

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

  • Clean work areas, and maintain grounds and landscaping.

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

  • Set up and operate irrigation equipment.

  • Inspect plants and bud ties to assess quality.

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

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

  • Harvest fruits and vegetables by hand.

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

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

  • Inform farmers or farm managers of crop progress.

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

  • Repair farm buildings, fences, and other structures.

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

  • Record information about plants and plant growth.

  • 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.

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

  • Maintain inventory, ordering materials as required.

  • Sell and deliver plants and flowers to customers.

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

Technologies & Software

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

Alternative Job Titles