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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

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

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

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

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

  • Harvest fruits and vegetables by hand.

  • Repair farm buildings, fences, and other structures.

  • Maintain inventory, ordering materials as required.

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

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

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

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

  • Sell and deliver plants and flowers to customers.

  • Inspect plants and bud ties to assess quality.

  • Maintain and repair irrigation and climate control systems.

  • Inform farmers or farm managers of crop progress.

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

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

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

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

  • Record information about plants and plant growth.

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

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

  • Clean work areas, and maintain grounds and landscaping.

  • Set up and operate irrigation equipment.

  • 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.

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

Technologies & Software

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

Alternative Job Titles