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Automation Risk Analysis

Will “Corn Sheller” be Automated?

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AI Exposure Risk

46%

“Corn Sheller” 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%

“Corn Sheller” 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

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

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

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

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

  • Inform farmers or farm managers of crop progress.

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

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

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

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

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

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

  • Harvest fruits and vegetables by hand.

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

  • Maintain and repair irrigation and climate control systems.

  • Inspect plants and bud ties to assess quality.

  • Sell and deliver plants and flowers to customers.

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

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

  • Maintain inventory, ordering materials as required.

  • Repair farm buildings, fences, and other structures.

  • Set up and operate irrigation equipment.

  • Record information about plants and plant growth.

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

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

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

  • Clean work areas, and maintain grounds and landscaping.

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

Technologies & Software

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

Alternative Job Titles