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Automation Risk Analysis

Will “Vegetable Thinner” be Automated?

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AI Exposure Risk

46%

“Vegetable Thinner” 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 Thinner” 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

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

  • Maintain inventory, ordering materials as required.

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

  • Set up and operate irrigation equipment.

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

  • Clean work areas, and maintain grounds and landscaping.

  • Harvest fruits and vegetables by hand.

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

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

  • Sell and deliver plants and flowers to customers.

  • Inspect plants and bud ties to assess quality.

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

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Record information about plants and plant growth.

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

  • Maintain and repair irrigation and climate control systems.

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

  • Inform farmers or farm managers of crop progress.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles