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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

  • Harvest fruits and vegetables by hand.

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

  • 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.

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

  • Maintain inventory, ordering materials as required.

  • Repair farm buildings, fences, and other structures.

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

  • Inform farmers or farm managers of crop progress.

  • Sell and deliver plants and flowers to customers.

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

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

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

  • Set up and operate irrigation equipment.

  • Maintain and repair irrigation and climate control systems.

  • Inspect plants and bud ties to assess quality.

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

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

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

  • Record information about plants and plant growth.

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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • 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.

Technologies & Software

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

Alternative Job Titles