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Automation Risk Analysis

Will “Carrot Buncher” be Automated?

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AI Exposure Risk

46%

“Carrot Buncher” 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%

“Carrot Buncher” 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

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

  • Maintain and repair irrigation and climate control systems.

  • 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.

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

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

  • Inform farmers or farm managers of crop progress.

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Sell and deliver plants and flowers to customers.

  • Inspect plants and bud ties to assess quality.

  • 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.

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

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

  • Harvest fruits and vegetables by hand.

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

  • Set up and operate irrigation equipment.

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

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

  • Maintain inventory, ordering materials as required.

  • Repair farm buildings, fences, and other structures.

  • 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.

  • Record information about plants and plant growth.

Technologies & Software

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

Alternative Job Titles