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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

  • Maintain and repair irrigation and climate control systems.

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

  • Harvest fruits and vegetables by hand.

  • Repair farm buildings, fences, and other structures.

  • Set up and operate irrigation equipment.

  • Inspect plants and bud ties to assess quality.

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

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

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

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

  • Maintain inventory, ordering materials as required.

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

  • Record information about plants and plant growth.

  • Sell and deliver plants and flowers to customers.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

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

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

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

  • 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.

  • Inform farmers or farm managers of crop progress.

Technologies & Software

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

Alternative Job Titles