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Automation Risk Analysis

Will “Carrot Tier” be Automated?

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AI Exposure Risk

46%

“Carrot Tier” 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 Tier” 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

  • Set up and operate irrigation equipment.

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

  • Inform farmers or farm managers of crop progress.

  • Maintain and repair irrigation and climate control systems.

  • Harvest fruits and vegetables by hand.

  • 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.

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Sell and deliver plants and flowers to customers.

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

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

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

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

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

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

  • Record information about plants and plant growth.

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

  • 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 farm buildings, fences, and other structures.

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

  • Inspect plants and bud ties to assess quality.

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

  • Maintain inventory, ordering materials as required.

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

Technologies & Software

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

Alternative Job Titles