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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

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

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

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

  • Record information about plants and plant growth.

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

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Maintain inventory, ordering materials as required.

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

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

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

  • Harvest fruits and vegetables by hand.

  • Inspect plants and bud ties to assess quality.

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

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

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

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

  • Inform farmers or farm managers of crop progress.

  • Sell and deliver plants and flowers to customers.

  • Set up and operate irrigation equipment.

  • Repair farm buildings, fences, and other structures.

Technologies & Software

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

Alternative Job Titles