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Automation Risk Analysis

Will “Cotton Puller” be Automated?

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AI Exposure Risk

46%

“Cotton Puller” 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%

“Cotton Puller” 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

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

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

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

  • Sell and deliver plants and flowers to customers.

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

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

  • Maintain inventory, ordering materials as required.

  • Inspect plants and bud ties to assess quality.

  • 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.

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

  • Clean work areas, and maintain grounds and landscaping.

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

  • Record information about plants and plant growth.

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

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

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

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

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

  • Repair farm buildings, fences, and other structures.

  • Harvest fruits and vegetables by hand.

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

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

  • Maintain and repair irrigation and climate control systems.

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

  • Inform farmers or farm managers of crop progress.

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

Technologies & Software

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

Alternative Job Titles