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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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

  • Maintain inventory, ordering materials as required.

  • Inspect plants and bud ties to assess quality.

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

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

  • Inform farmers or farm managers of crop progress.

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

  • Harvest fruits and vegetables by hand.

  • Set up and operate irrigation equipment.

  • Repair farm buildings, fences, and other structures.

  • Sell and deliver plants and flowers to customers.

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

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

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

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

  • 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.

  • Maintain and repair irrigation and climate control systems.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles