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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

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • 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.

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

  • Inform farmers or farm managers of crop progress.

  • Maintain and repair irrigation and climate control systems.

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

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

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

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

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

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

  • Sell and deliver plants and flowers to customers.

  • Harvest fruits and vegetables by hand.

  • Inspect plants and bud ties to assess quality.

  • Repair farm buildings, fences, and other structures.

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

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

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

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

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

  • Set up and operate irrigation equipment.

  • Record information about plants and plant growth.

  • Maintain inventory, ordering materials as required.

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

Technologies & Software

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

Alternative Job Titles