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Automation Risk Analysis

Will “Vegetable Trimmer” be Automated?

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AI Exposure Risk

46%

“Vegetable Trimmer” 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 Trimmer” 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

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

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

  • Repair farm buildings, fences, and other structures.

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

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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Set up and operate irrigation equipment.

  • Inspect plants and bud ties to assess quality.

  • Harvest fruits and vegetables by hand.

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Record information about plants and plant growth.

  • Sell and deliver plants and flowers to customers.

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

  • Inform farmers or farm managers of crop progress.

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

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

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

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

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

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

  • Maintain inventory, ordering materials as required.

Technologies & Software

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

Alternative Job Titles