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Automation Risk Analysis

Will “Vegetable Farmworker” be Automated?

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AI Exposure Risk

46%

“Vegetable Farmworker” 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 Farmworker” 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

  • Harvest fruits and vegetables by hand.

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

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

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

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

  • Inform farmers or farm managers of crop progress.

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

  • Maintain and repair irrigation and climate control systems.

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

  • Set up and operate irrigation equipment.

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

  • Inspect plants and bud ties to assess quality.

  • Maintain inventory, ordering materials as required.

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

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

  • 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.

  • 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.

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

  • Sell and deliver plants and flowers to customers.

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Clean work areas, and maintain grounds and landscaping.

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

Technologies & Software

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

Alternative Job Titles