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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

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

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

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

  • Inspect plants and bud ties to assess quality.

  • Clean work areas, and maintain grounds and landscaping.

  • Set up and operate irrigation equipment.

  • Maintain and repair irrigation and climate control systems.

  • Harvest fruits and vegetables by hand.

  • Record information about plants and plant growth.

  • Inform farmers or farm managers of crop progress.

  • Repair farm buildings, fences, and other structures.

  • Sell and deliver plants and flowers to customers.

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

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

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

  • Maintain inventory, ordering materials as required.

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

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles