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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

  • Maintain and repair irrigation and climate control systems.

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

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

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

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

  • Repair farm buildings, fences, and other structures.

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Inspect plants and bud ties to assess quality.

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

  • Harvest fruits and vegetables by hand.

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Sell and deliver plants and flowers to customers.

  • Maintain inventory, ordering materials as required.

  • Set up and operate irrigation equipment.

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

  • Record information about plants and plant growth.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles