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Automation Risk Analysis

Will “Vegetable Harvest Worker” be Automated?

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AI Exposure Risk

46%

“Vegetable Harvest Worker” 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 Harvest Worker” 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

  • 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.

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

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

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

  • Inform farmers or farm managers of crop progress.

  • Record information about plants and plant growth.

  • Sell and deliver plants and flowers to customers.

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

  • Maintain inventory, ordering materials as required.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

  • Repair farm buildings, fences, and other structures.

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

  • Harvest fruits and vegetables by hand.

  • Maintain and repair irrigation and climate control systems.

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

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

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

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

  • Inspect plants and bud ties to assess quality.

  • Set up and operate irrigation equipment.

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

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

Technologies & Software

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

Alternative Job Titles