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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

  • Sell and deliver plants and flowers to customers.

  • Maintain inventory, ordering materials as required.

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

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

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

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

  • Harvest fruits and vegetables by hand.

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

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

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

  • 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.

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

  • Inspect plants and bud ties to assess quality.

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

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Record information about plants and plant growth.

  • Maintain and repair irrigation and climate control systems.

  • Repair farm buildings, fences, and other structures.

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

  • Set up and operate irrigation equipment.

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

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

  • Clean work areas, and maintain grounds and landscaping.

Technologies & Software

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

Alternative Job Titles