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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

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

  • Maintain inventory, ordering materials as required.

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

  • Harvest fruits and vegetables by hand.

  • 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.

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

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

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

  • Set up and operate irrigation equipment.

  • Sell and deliver plants and flowers to customers.

  • Record information about plants and plant growth.

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

  • 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.

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

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Maintain and repair irrigation and climate control systems.

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

  • Repair farm buildings, fences, and other structures.

  • Inspect plants and bud ties to assess quality.

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

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

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

Technologies & Software

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

Alternative Job Titles