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Automation Risk Analysis

Will “Carrot Harvester” be Automated?

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AI Exposure Risk

46%

“Carrot Harvester” 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 Harvester” 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 inventory, ordering materials as required.

  • Inform farmers or farm managers of crop progress.

  • Record information about plants and plant growth.

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

  • Inspect plants and bud ties to assess quality.

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

  • Sell and deliver plants and flowers to customers.

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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

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

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

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

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

  • Harvest fruits and vegetables by hand.

  • Set up and operate irrigation equipment.

  • Repair farm buildings, fences, and other structures.

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

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

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

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

  • Maintain and repair irrigation and climate control systems.

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

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

Technologies & Software

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

Alternative Job Titles